SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.59687947882418 [1] => -0.5543957967264 [2] => -0.57511836336893 [3] => -0.49757288001557 [4] => -0.43889861635094 [5] => -0.24033215531037 [6] => -0.20901152491118 [7] => 0.23653726148869 [8] => -0.34198860334289 [9] => -0.48811663902113 [10] => 0.33122478102073 [11] => 0.32592595577147 [12] => 0.37032800777951 [13] => 0.69125835813311 [14] => 0.48015072527328 [15] => 0.024895960107485 [16] => 0.26387267686522 [17] => 0.96661098668193 [18] => 0.51587384371168 [19] => 0.69504365882129 [20] => 0.9509487143994 [21] => 1.2907689500666 [22] => 1.0718820073061 [23] => 0.97593704248311 [24] => 0.82904633685318 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.24311964835565 [SumXX] => 81.25 [SumXY] => 24.200402147159 [SumYY] => 8.6438720006183 [Slope] => 0.29785110334965 [YInt] => -0.6504336616933 [PredictedY] => Array ( [0] => -0.6504336616933 [1] => -0.57597088585588 [2] => -0.50150811001847 [3] => -0.42704533418106 [4] => -0.35258255834365 [5] => -0.27811978250624 [6] => -0.20365700666882 [7] => -0.12919423083141 [8] => -0.054731454994 [9] => 0.019731320843412 [10] => 0.094194096680824 [11] => 0.16865687251824 [12] => 0.24311964835565 [13] => 0.31758242419306 [14] => 0.39204520003047 [15] => 0.46650797586788 [16] => 0.5409707517053 [17] => 0.61543352754271 [18] => 0.68989630338012 [19] => 0.76435907921753 [20] => 0.83882185505494 [21] => 0.91328463089236 [22] => 0.98774740672977 [23] => 1.0622101825672 [24] => 1.1366729584046 ) [Error] => Array ( [0] => 0.053554182869114 [1] => 0.021575089129481 [2] => -0.073610253350461 [3] => -0.070527545834507 [4] => -0.086316058007296 [5] => 0.037787627195866 [6] => -0.0053545182423602 [7] => 0.36573149232011 [8] => -0.28725714834889 [9] => -0.50784795986454 [10] => 0.23703068433991 [11] => 0.15726908325323 [12] => 0.12720835942386 [13] => 0.37367593394005 [14] => 0.088105525242809 [15] => -0.4416120157604 [16] => -0.27709807484007 [17] => 0.35117745913923 [18] => -0.17402245966844 [19] => -0.069315420396237 [20] => 0.11212685934446 [21] => 0.3774843191742 [22] => 0.084134600576358 [23] => -0.086273140084068 [24] => -0.30762662155141 ) [SquaredError] => Array ( [0] => 0.0028680505027785 [1] => 0.00046548447094506 [2] => 0.0054184693983191 [3] => 0.0049741347214386 [4] => 0.0074504618699189 [5] => 0.0014279047690938 [6] => 2.8670865607768E-5 [7] => 0.13375952447469 [8] => 0.082516669277535 [9] => 0.25790955033857 [10] => 0.056183545318645 [11] => 0.024733564547312 [12] => 0.016181966707311 [13] => 0.13963370360597 [14] => 0.0077625835783112 [15] => 0.19502117246396 [16] => 0.076783343080074 [17] => 0.12332560780748 [18] => 0.030283816469054 [19] => 0.0048046275047071 [20] => 0.012572432586452 [21] => 0.14249441122241 [22] => 0.0070786310141433 [23] => 0.0074430546999653 [24] => 0.094634138287133 ) [TotalError] => 8.6438720006183 [SumError] => -1.1657341758564E-15 [SumSquaredError] => 1.4357555195818 [ErrorVariance] => 0.062424153025297 [StdErr] => 0.24984826000054 [SlopeStdErr] => 0.027718175769766 [SlopeVal] => [YIntStdErr] => 0.097013615194182 [YIntTVal] => -6.7045605958647 [R] => 0.9131807217056 [RSquared] => 0.83389903049477 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 10.745696463709 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.73215241806521 [1] => 0.54518336821541 [2] => 0.67108023273885 [3] => 0.64315646561971 [4] => 0.753659647286 [5] => 0.85003325768977 [6] => 1.0474306401555 [7] => 1.2003853242324 [8] => 1.1583926503871 [9] => 1.1032904715577 [10] => 0.93485180296566 [11] => 1.0619422920281 [12] => 0.78247262416629 [13] => 0.75671216016477 [14] => 0.72924580722531 [15] => 1.2656195831539 [16] => 1.2286313049897 [17] => 1.3358789521348 [18] => 0.98574074105007 [19] => 1.5559404378185 [20] => 1.4853806697109 [21] => 1.37792518953 [22] => 1.4400743090176 [23] => 1.4388586594206 [24] => 1.4725077920788 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0622618720561 [SumXX] => 81.25 [SumXY] => 11.042874746109 [SumYY] => 2.2993048709957 [Slope] => 0.13591230456749 [YInt] => 0.65452495835363 [PredictedY] => Array ( [0] => 0.65452495835363 [1] => 0.68850303449551 [2] => 0.72248111063738 [3] => 0.75645918677925 [4] => 0.79043726292113 [5] => 0.824415339063 [6] => 0.85839341520487 [7] => 0.89237149134675 [8] => 0.92634956748862 [9] => 0.96032764363049 [10] => 0.99430571977237 [11] => 1.0282837959142 [12] => 1.0622618720561 [13] => 1.096239948198 [14] => 1.1302180243399 [15] => 1.1641961004817 [16] => 1.1981741766236 [17] => 1.2321522527655 [18] => 1.2661303289074 [19] => 1.3001084050492 [20] => 1.3340864811911 [21] => 1.368064557333 [22] => 1.4020426334748 [23] => 1.4360207096167 [24] => 1.4699987857586 ) [Error] => Array ( [0] => 0.077627459711582 [1] => -0.1433196662801 [2] => -0.05140087789853 [3] => -0.11330272115955 [4] => -0.036777615635127 [5] => 0.02561791862677 [6] => 0.18903722495067 [7] => 0.30801383288564 [8] => 0.2320430828985 [9] => 0.14296282792726 [10] => -0.059453916806706 [11] => 0.033658496113847 [12] => -0.27978924788983 [13] => -0.33952778803322 [14] => -0.40097221711455 [15] => 0.10142348267215 [16] => 0.030457128366096 [17] => 0.10372669936936 [18] => -0.28038958785728 [19] => 0.25583203276928 [20] => 0.15129418851984 [21] => 0.0098606321970569 [22] => 0.038031675542783 [23] => 0.00283794980384 [24] => 0.0025090063202142 ) [SquaredError] => Array ( [0] => 0.0060260225012733 [1] => 0.020540526742639 [2] => 0.0026420502487395 [3] => 0.012837506622158 [4] => 0.0013525930118051 [5] => 0.0006562777547678 [6] => 0.03573507241705 [7] => 0.094872521248903 [8] => 0.05384399232104 [9] => 0.020438370168958 [10] => 0.0035347682236587 [11] => 0.0011328943606458 [12] => 0.078282023234755 [13] => 0.11527911884673 [14] => 0.16077871889776 [15] => 0.010286722837348 [16] => 0.00092763666830887 [17] => 0.010759228162062 [18] => 0.078618320978775 [19] => 0.065450028990864 [20] => 0.022889931479876 [21] => 9.7232067325635E-5 [22] => 0.0014464083445915 [23] => 8.0539590891155E-6 [24] => 6.2951127148749E-6 ) [TotalError] => 2.2993048709957 [SumError] => 2.3314683517128E-15 [SumSquaredError] => 0.79844231520184 [ErrorVariance] => 0.034714883269645 [StdErr] => 0.1863193046081 [SlopeStdErr] => 0.020670270965332 [SlopeVal] => [YIntStdErr] => 0.072345948378662 [YIntTVal] => 9.047154305419 [R] => 0.80792711106386 [RSquared] => 0.652746216792 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.5752550992411 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.54518336821541 [1] => 0.67108023273885 [2] => 0.64315646561971 [3] => 0.753659647286 [4] => 0.85003325768977 [5] => 1.0474306401555 [6] => 1.2003853242324 [7] => 1.1583926503871 [8] => 1.1032904715577 [9] => 0.93485180296566 [10] => 1.0619422920281 [11] => 0.78247262416629 [12] => 0.75671216016477 [13] => 0.72924580722531 [14] => 1.2656195831539 [15] => 1.2286313049897 [16] => 1.3358789521348 [17] => 0.98574074105007 [18] => 1.5559404378185 [19] => 1.4853806697109 [20] => 1.37792518953 [21] => 1.4400743090176 [22] => 1.4388586594206 [23] => 1.4725077920788 [24] => 1.3458440431926 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0868095370612 [SumXX] => 81.25 [SumXY] => 10.820765534048 [SumYY] => 2.2556867707379 [Slope] => 0.13317865272674 [YInt] => 0.68727357888098 [PredictedY] => Array ( [0] => 0.68727357888098 [1] => 0.72056824206266 [2] => 0.75386290524435 [3] => 0.78715756842604 [4] => 0.82045223160772 [5] => 0.85374689478941 [6] => 0.88704155797109 [7] => 0.92033622115278 [8] => 0.95363088433447 [9] => 0.98692554751615 [10] => 1.0202202106978 [11] => 1.0535148738795 [12] => 1.0868095370612 [13] => 1.1201042002429 [14] => 1.1533988634246 [15] => 1.1866935266063 [16] => 1.219988189788 [17] => 1.2532828529696 [18] => 1.2865775161513 [19] => 1.319872179333 [20] => 1.3531668425147 [21] => 1.3864615056964 [22] => 1.4197561688781 [23] => 1.4530508320598 [24] => 1.4863454952414 ) [Error] => Array ( [0] => -0.14209021066557 [1] => -0.049488009323814 [2] => -0.11070643962464 [3] => -0.033497921140037 [4] => 0.029581026082047 [5] => 0.19368374536613 [6] => 0.31334376626129 [7] => 0.23805642923434 [8] => 0.14965958722328 [9] => -0.052073744550491 [10] => 0.041722081330249 [11] => -0.27104224971324 [12] => -0.33009737689644 [13] => -0.39085839301759 [14] => 0.1122207197293 [15] => 0.041937778383436 [16] => 0.11589076234689 [17] => -0.26754211191957 [18] => 0.26936292166718 [19] => 0.16550849037793 [20] => 0.024758347015333 [21] => 0.053612803321247 [22] => 0.019102490542491 [23] => 0.019456960019053 [24] => -0.14050145204882 ) [SquaredError] => Array ( [0] => 0.020189627966986 [1] => 0.0024490630668339 [2] => 0.012255915774365 [3] => 0.0011221107207041 [4] => 0.00087503710406677 [5] => 0.037513393219054 [6] => 0.098184315854812 [7] => 0.056670863499804 [8] => 0.022397992047844 [9] => 0.0027116748715098 [10] => 0.0017407320705279 [11] => 0.073463901129613 [12] => 0.10896427823391 [13] => 0.15277028339229 [14] => 0.012593489936563 [15] => 0.0017587772557382 [16] => 0.013430668797343 [17] => 0.071578781650381 [18] => 0.072556383569082 [19] => 0.02739306038718 [20] => 0.00061297574693167 [21] => 0.0028743326799627 [22] => 0.00036490514492597 [23] => 0.00037857329318302 [24] => 0.019740658027828 ) [TotalError] => 2.2556867707379 [SumError] => -2.5535129566379E-15 [SumSquaredError] => 0.81459179544144 [ErrorVariance] => 0.03541703458441 [StdErr] => 0.18819414067502 [SlopeStdErr] => 0.020878265352175 [SlopeVal] => [YIntStdErr] => 0.073073928732612 [YIntTVal] => 9.4051817221408 [R] => 0.79929464934553 [RSquared] => 0.63887193647239 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 6.3788178989148 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.67108023273885 [1] => 0.64315646561971 [2] => 0.753659647286 [3] => 0.85003325768977 [4] => 1.0474306401555 [5] => 1.2003853242324 [6] => 1.1583926503871 [7] => 1.1032904715577 [8] => 0.93485180296566 [9] => 1.0619422920281 [10] => 0.78247262416629 [11] => 0.75671216016477 [12] => 0.72924580722531 [13] => 1.2656195831539 [14] => 1.2286313049897 [15] => 1.3358789521348 [16] => 0.98574074105007 [17] => 1.5559404378185 [18] => 1.4853806697109 [19] => 1.37792518953 [20] => 1.4400743090176 [21] => 1.4388586594206 [22] => 1.4725077920788 [23] => 1.3458440431926 [24] => 1.2896335390096 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.116587543893 [SumXX] => 81.25 [SumXY] => 9.6689524911444 [SumYY] => 1.9812971974539 [Slope] => 0.1190024921987 [YInt] => 0.75958006729688 [PredictedY] => Array ( [0] => 0.75958006729688 [1] => 0.78933069034655 [2] => 0.81908131339623 [3] => 0.8488319364459 [4] => 0.87858255949558 [5] => 0.90833318254525 [6] => 0.93808380559493 [7] => 0.9678344286446 [8] => 0.99758505169428 [9] => 1.027335674744 [10] => 1.0570862977936 [11] => 1.0868369208433 [12] => 1.116587543893 [13] => 1.1463381669427 [14] => 1.1760887899923 [15] => 1.205839413042 [16] => 1.2355900360917 [17] => 1.2653406591414 [18] => 1.295091282191 [19] => 1.3248419052407 [20] => 1.3545925282904 [21] => 1.3843431513401 [22] => 1.4140937743897 [23] => 1.4438443974394 [24] => 1.4735950204891 ) [Error] => Array ( [0] => -0.088499834558029 [1] => -0.14617422472685 [2] => -0.06542166611023 [3] => 0.0012013212438654 [4] => 0.16884808065996 [5] => 0.29205214168713 [6] => 0.22030884479219 [7] => 0.13545604291315 [8] => -0.062733248728618 [9] => 0.034606617284132 [10] => -0.27461367362734 [11] => -0.33012476067853 [12] => -0.38734173666767 [13] => 0.11928141621123 [14] => 0.052542514997374 [15] => 0.13003953909284 [16] => -0.24984929504161 [17] => 0.29059977867716 [18] => 0.19028938751991 [19] => 0.053083284289327 [20] => 0.085481780727251 [21] => 0.054515508080506 [22] => 0.058414017689078 [23] => -0.098000354246787 [24] => -0.18396148147944 ) [SquaredError] => Array ( [0] => 0.0078322207167985 [1] => 0.021366903974495 [2] => 0.0042799943966384 [3] => 1.4431727309623E-6 [4] => 0.028509674342553 [5] => 0.085294453464041 [6] => 0.04853598709367 [7] => 0.018348339561688 [8] => 0.0039354604960467 [9] => 0.0011976179598504 [10] => 0.075412669743105 [11] => 0.10898235761306 [12] => 0.15003362096473 [13] => 0.014228056253357 [14] => 0.0027607158822493 [15] => 0.016910281727477 [16] => 0.062424670232787 [17] => 0.084448231367212 [18] => 0.036210051002701 [19] => 0.0028178350709415 [20] => 0.0073071348363018 [21] => 0.0029719406212757 [22] => 0.00341219746258 [23] => 0.0096040694324957 [24] => 0.033841826668109 ) [TotalError] => 1.9812971974539 [SumError] => -4.9960036108132E-15 [SumSquaredError] => 0.83066775405689 [ErrorVariance] => 0.036115989306821 [StdErr] => 0.19004207246508 [SlopeStdErr] => 0.021083274977485 [SlopeVal] => [YIntStdErr] => 0.073791462421199 [YIntTVal] => 10.293603655139 [R] => 0.76206660205147 [RSquared] => 0.58074550596228 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.6444026047083 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.64315646561971 [1] => 0.753659647286 [2] => 0.85003325768977 [3] => 1.0474306401555 [4] => 1.2003853242324 [5] => 1.1583926503871 [6] => 1.1032904715577 [7] => 0.93485180296566 [8] => 1.0619422920281 [9] => 0.78247262416629 [10] => 0.75671216016477 [11] => 0.72924580722531 [12] => 1.2656195831539 [13] => 1.2286313049897 [14] => 1.3358789521348 [15] => 0.98574074105007 [16] => 1.5559404378185 [17] => 1.4853806697109 [18] => 1.37792518953 [19] => 1.4400743090176 [20] => 1.4388586594206 [21] => 1.4725077920788 [22] => 1.3458440431926 [23] => 1.2896335390096 [24] => 1.4403579968153 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.147358654456 [SumXX] => 81.25 [SumXY] => 9.1923650886604 [SumYY] => 1.8639762082155 [Slope] => 0.11313680109121 [YInt] => 0.80794825118242 [PredictedY] => Array ( [0] => 0.80794825118242 [1] => 0.83623245145522 [2] => 0.86451665172802 [3] => 0.89280085200083 [4] => 0.92108505227363 [5] => 0.94936925254643 [6] => 0.97765345281923 [7] => 1.005937653092 [8] => 1.0342218533648 [9] => 1.0625060536376 [10] => 1.0907902539104 [11] => 1.1190744541832 [12] => 1.147358654456 [13] => 1.1756428547288 [14] => 1.2039270550016 [15] => 1.2322112552744 [16] => 1.2604954555472 [17] => 1.28877965582 [18] => 1.3170638560928 [19] => 1.3453480563656 [20] => 1.3736322566384 [21] => 1.4019164569112 [22] => 1.430200657184 [23] => 1.4584848574569 [24] => 1.4867690577297 ) [Error] => Array ( [0] => -0.16479178556272 [1] => -0.082572804169224 [2] => -0.014483394038255 [3] => 0.15462978815472 [4] => 0.27930027195876 [5] => 0.20902339784069 [6] => 0.12563701873852 [7] => -0.07108585012637 [8] => 0.027720438663255 [9] => -0.28003342947135 [10] => -0.33407809374566 [11] => -0.38982864695793 [12] => 0.11826092869785 [13] => 0.052988450260866 [14] => 0.1319518971332 [15] => -0.24647051422437 [16] => 0.29544498227127 [17] => 0.19660101389089 [18] => 0.060861333437187 [19] => 0.094726252651985 [20] => 0.065226402782115 [21] => 0.070591335167561 [22] => -0.08435661399143 [23] => -0.16885131844721 [24] => -0.046411060914365 ) [SquaredError] => Array ( [0] => 0.027156332588948 [1] => 0.0068182679883691 [2] => 0.00020976870286737 [3] => 0.023910371384772 [4] => 0.078008641916237 [5] => 0.043690780844868 [6] => 0.015784660477503 [7] => 0.0050531980881887 [8] => 0.00076842271968326 [9] => 0.078418721621484 [10] => 0.11160817272074 [11] => 0.15196637398905 [12] => 0.013985647256477 [13] => 0.0028077758610482 [14] => 0.017411303157051 [15] => 0.060747714382024 [16] => 0.08728773754927 [17] => 0.038651958662928 [18] => 0.0037041019077525 [19] => 0.0089730629414878 [20] => 0.0042544836198946 [21] => 0.0049831366007389 [22] => 0.0071160383240992 [23] => 0.02851076774136 [24] => 0.0021539865751969 ) [TotalError] => 1.8639762082155 [SumError] => -2.4424906541753E-15 [SumSquaredError] => 0.82398142762204 [ErrorVariance] => 0.035825279461828 [StdErr] => 0.18927567054914 [SlopeStdErr] => 0.020998250318854 [SlopeVal] => [YIntStdErr] => 0.07349387611599 [YIntTVal] => 10.993409163878 [R] => 0.74695664904952 [RSquared] => 0.55794423555928 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.3879156297904 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.753659647286 [1] => 0.85003325768977 [2] => 1.0474306401555 [3] => 1.2003853242324 [4] => 1.1583926503871 [5] => 1.1032904715577 [6] => 0.93485180296566 [7] => 1.0619422920281 [8] => 0.78247262416629 [9] => 0.75671216016477 [10] => 0.72924580722531 [11] => 1.2656195831539 [12] => 1.2286313049897 [13] => 1.3358789521348 [14] => 0.98574074105007 [15] => 1.5559404378185 [16] => 1.4853806697109 [17] => 1.37792518953 [18] => 1.4400743090176 [19] => 1.4388586594206 [20] => 1.4725077920788 [21] => 1.3458440431926 [22] => 1.2896335390096 [23] => 1.4403579968153 [24] => 1.5123374623329 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1821258943246 [SumXX] => 81.25 [SumXY] => 8.648644398573 [SumYY] => 1.7127468669855 [Slope] => 0.10644485413628 [YInt] => 0.86279133191572 [PredictedY] => Array ( [0] => 0.86279133191572 [1] => 0.88940254544979 [2] => 0.91601375898386 [3] => 0.94262497251793 [4] => 0.969236186052 [5] => 0.99584739958607 [6] => 1.0224586131201 [7] => 1.0490698266542 [8] => 1.0756810401883 [9] => 1.1022922537224 [10] => 1.1289034672564 [11] => 1.1555146807905 [12] => 1.1821258943246 [13] => 1.2087371078586 [14] => 1.2353483213927 [15] => 1.2619595349268 [16] => 1.2885707484608 [17] => 1.3151819619949 [18] => 1.341793175529 [19] => 1.3684043890631 [20] => 1.3950156025971 [21] => 1.4216268161312 [22] => 1.4482380296653 [23] => 1.4748492431993 [24] => 1.5014604567334 ) [Error] => Array ( [0] => -0.10913168462972 [1] => -0.039369287760018 [2] => 0.13141688117168 [3] => 0.25776035171446 [4] => 0.18915646433512 [5] => 0.10744307197168 [6] => -0.08760681015448 [7] => 0.012872465373875 [8] => -0.293208416022 [9] => -0.34558009355758 [10] => -0.39965766003112 [11] => 0.11010490236339 [12] => 0.046505410665137 [13] => 0.1271418442762 [14] => -0.24960758034263 [15] => 0.29398090289173 [16] => 0.19680992125009 [17] => 0.062743227535111 [18] => 0.09828113348864 [19] => 0.070454270357499 [20] => 0.077492189481676 [21] => -0.075782772938585 [22] => -0.15860449065563 [23] => -0.034491246384058 [24] => 0.010877005599519 ) [SquaredError] => Array ( [0] => 0.01190972459012 [1] => 0.0015499408187311 [2] => 0.017270396656893 [3] => 0.066440398915961 [4] => 0.035780167999764 [5] => 0.011544013714711 [6] => 0.0076749531854431 [7] => 0.0001657003648016 [8] => 0.085971175226128 [9] => 0.11942560106327 [10] => 0.15972624522155 [11] => 0.012123089524451 [12] => 0.0021627532211331 [13] => 0.016165048565955 [14] => 0.062303944164504 [15] => 0.086424771265038 [16] => 0.038734145102466 [17] => 0.0039367126015227 [18] => 0.0096591811998119 [19] => 0.0049638042116076 [20] => 0.006005039430664 [21] => 0.0057430286742612 [22] => 0.025155384456132 [23] => 0.0011896460771258 [24] => 0.00011830925081196 ) [TotalError] => 1.7127468669855 [SumError] => -4.8849813083507E-15 [SumSquaredError] => 0.79214317550285 [ErrorVariance] => 0.034441007630559 [StdErr] => 0.18558288614675 [SlopeStdErr] => 0.02058857267233 [SlopeVal] => [YIntStdErr] => 0.072060004353154 [YIntTVal] => 11.97323452393 [R] => 0.73314481104233 [RSquared] => 0.5375013139583 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 5.170093907449 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.85003325768977 [1] => 1.0474306401555 [2] => 1.2003853242324 [3] => 1.1583926503871 [4] => 1.1032904715577 [5] => 0.93485180296566 [6] => 1.0619422920281 [7] => 0.78247262416629 [8] => 0.75671216016477 [9] => 0.72924580722531 [10] => 1.2656195831539 [11] => 1.2286313049897 [12] => 1.3358789521348 [13] => 0.98574074105007 [14] => 1.5559404378185 [15] => 1.4853806697109 [16] => 1.37792518953 [17] => 1.4400743090176 [18] => 1.4388586594206 [19] => 1.4725077920788 [20] => 1.3458440431926 [21] => 1.2896335390096 [22] => 1.4403579968153 [23] => 1.5123374623329 [24] => 1.3625955575488 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2064833307351 [SumXX] => 81.25 [SumXY] => 7.7975380853705 [SumYY] => 1.5469007237662 [Slope] => 0.095969699512252 [YInt] => 0.91857423219832 [PredictedY] => Array ( [0] => 0.91857423219832 [1] => 0.94256665707639 [2] => 0.96655908195445 [3] => 0.99055150683251 [4] => 1.0145439317106 [5] => 1.0385363565886 [6] => 1.0625287814667 [7] => 1.0865212063448 [8] => 1.1105136312228 [9] => 1.1345060561009 [10] => 1.158498480979 [11] => 1.182490905857 [12] => 1.2064833307351 [13] => 1.2304757556131 [14] => 1.2544681804912 [15] => 1.2784606053693 [16] => 1.3024530302473 [17] => 1.3264454551254 [18] => 1.3504378800035 [19] => 1.3744303048815 [20] => 1.3984227297596 [21] => 1.4224151546376 [22] => 1.4464075795157 [23] => 1.4704000043938 [24] => 1.4943924292718 ) [Error] => Array ( [0] => -0.068540974508555 [1] => 0.10486398307916 [2] => 0.23382624227794 [3] => 0.16784114355461 [4] => 0.088746539847174 [5] => -0.10368455362298 [6] => -0.00058648943861495 [7] => -0.30404858217848 [8] => -0.35380147105806 [9] => -0.40526024887558 [10] => 0.10712110217493 [11] => 0.046140399132688 [12] => 0.12939562139976 [13] => -0.24473501456307 [14] => 0.30147225732731 [15] => 0.20692006434167 [16] => 0.075472159282701 [17] => 0.11362885389224 [18] => 0.088420779417105 [19] => 0.09807748719729 [20] => -0.052578686566964 [21] => -0.132781615628 [22] => -0.0060495827004208 [23] => 0.041937457939164 [24] => -0.13179687172301 ) [SquaredError] => Array ( [0] => 0.0046978651865824 [1] => 0.010996454947225 [2] => 0.054674711577821 [3] => 0.028170649469718 [4] => 0.007875948334846 [5] => 0.010750486659996 [6] => 3.4396986160687E-7 [7] => 0.092445540324743 [8] => 0.12517548092284 [9] => 0.1642358693187 [10] => 0.011474930531172 [11] => 0.0021289364321237 [12] => 0.016743226837431 [13] => 0.059895227353185 [14] => 0.090885521938021 [15] => 0.042815913027161 [16] => 0.0056960468267934 [17] => 0.012911516436863 [18] => 0.0078182342327283 [19] => 0.0096191934949345 [20] => 0.002764518281107 [21] => 0.017630957448782 [22] => 3.659745084923E-5 [23] => 0.0017587503783992 [24] => 0.017370415395973 ) [TotalError] => 1.5469007237662 [SumError] => -4.7739590058882E-15 [SumSquaredError] => 0.79857333677786 [ErrorVariance] => 0.034720579859907 [StdErr] => 0.18633459115233 [SlopeStdErr] => 0.020671966855149 [SlopeVal] => [YIntStdErr] => 0.072351883993023 [YIntTVal] => 12.695926926891 [R] => 0.69552796852013 [RSquared] => 0.48375915499374 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.6425045175779 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0474306401555 [1] => 1.2003853242324 [2] => 1.1583926503871 [3] => 1.1032904715577 [4] => 0.93485180296566 [5] => 1.0619422920281 [6] => 0.78247262416629 [7] => 0.75671216016477 [8] => 0.72924580722531 [9] => 1.2656195831539 [10] => 1.2286313049897 [11] => 1.3358789521348 [12] => 0.98574074105007 [13] => 1.5559404378185 [14] => 1.4853806697109 [15] => 1.37792518953 [16] => 1.4400743090176 [17] => 1.4388586594206 [18] => 1.4725077920788 [19] => 1.3458440431926 [20] => 1.2896335390096 [21] => 1.4403579968153 [22] => 1.5123374623329 [23] => 1.3625955575488 [24] => 1.4320548681563 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2297641951537 [SumXX] => 81.25 [SumXY] => 7.3157899602368 [SumYY] => 1.4571766214848 [Slope] => 0.090040491818299 [YInt] => 0.95964271969884 [PredictedY] => Array ( [0] => 0.95964271969884 [1] => 0.98215284265342 [2] => 1.004662965608 [3] => 1.0271730885626 [4] => 1.0496832115171 [5] => 1.0721933344717 [6] => 1.0947034574263 [7] => 1.1172135803809 [8] => 1.1397237033354 [9] => 1.16223382629 [10] => 1.1847439492446 [11] => 1.2072540721992 [12] => 1.2297641951537 [13] => 1.2522743181083 [14] => 1.2747844410629 [15] => 1.2972945640175 [16] => 1.319804686972 [17] => 1.3423148099266 [18] => 1.3648249328812 [19] => 1.3873350558358 [20] => 1.4098451787903 [21] => 1.4323553017449 [22] => 1.4548654246995 [23] => 1.4773755476541 [24] => 1.4998856706086 ) [Error] => Array ( [0] => 0.087787920456699 [1] => 0.21823248157897 [2] => 0.15372968477913 [3] => 0.076117382995182 [4] => -0.11483140855148 [5] => -0.01025104244363 [6] => -0.31223083326 [7] => -0.36050142021609 [8] => -0.41047789611013 [9] => 0.10338575686387 [10] => 0.043887355745114 [11] => 0.12862487993568 [12] => -0.24402345410366 [13] => 0.3036661197102 [14] => 0.21059622864805 [15] => 0.080630625512568 [16] => 0.12026962204559 [17] => 0.096543849493949 [18] => 0.10768285919762 [19] => -0.041491012643143 [20] => -0.12021163978069 [21] => 0.0080026950703762 [22] => 0.057472037633449 [23] => -0.11477999010524 [24] => -0.067830802452362 ) [SquaredError] => Array ( [0] => 0.0077067189781118 [1] => 0.047625416016115 [2] => 0.02363281598229 [3] => 0.0057938559940353 [4] => 0.013186252389917 [5] => 0.0001050838711811 [6] => 0.097488093238237 [7] => 0.12996127397782 [8] => 0.168492103195 [9] => 0.010688614722315 [10] => 0.0019260999942982 [11] => 0.016544359738467 [12] => 0.059547446152683 [13] => 0.092213112259848 [14] => 0.044350771520781 [15] => 0.006501297770548 [16] => 0.01446478198699 [17] => 0.0093207148751102 [18] => 0.011595598164975 [19] => 0.0017215041301535 [20] => 0.014450838338763 [21] => 6.4043128389424E-5 [22] => 0.0033030351097406 [23] => 0.013174446128559 [24] => 0.0046010177613313 ) [TotalError] => 1.4571766214848 [SumError] => -3.219646771413E-15 [SumSquaredError] => 0.79845929542566 [ErrorVariance] => 0.034715621540246 [StdErr] => 0.18632128579485 [SlopeStdErr] => 0.020670490758268 [SlopeVal] => [YIntStdErr] => 0.072346717653938 [YIntTVal] => 13.26449562355 [R] => 0.67234696050881 [RSquared] => 0.45205043530544 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.35599197287 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2003853242324 [1] => 1.1583926503871 [2] => 1.1032904715577 [3] => 0.93485180296566 [4] => 1.0619422920281 [5] => 0.78247262416629 [6] => 0.75671216016477 [7] => 0.72924580722531 [8] => 1.2656195831539 [9] => 1.2286313049897 [10] => 1.3358789521348 [11] => 0.98574074105007 [12] => 1.5559404378185 [13] => 1.4853806697109 [14] => 1.37792518953 [15] => 1.4400743090176 [16] => 1.4388586594206 [17] => 1.4725077920788 [18] => 1.3458440431926 [19] => 1.2896335390096 [20] => 1.4403579968153 [21] => 1.5123374623329 [22] => 1.3625955575488 [23] => 1.4320548681563 [24] => 1.3408009225956 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2414990064513 [SumXX] => 81.25 [SumXY] => 7.0563160888181 [SumYY] => 1.4328176061427 [Slope] => 0.086846967246992 [YInt] => 0.98095810471036 [PredictedY] => Array ( [0] => 0.98095810471036 [1] => 1.0026698465221 [2] => 1.0243815883339 [3] => 1.0460933301456 [4] => 1.0678050719574 [5] => 1.0895168137691 [6] => 1.1112285555809 [7] => 1.1329402973926 [8] => 1.1546520392043 [9] => 1.1763637810161 [10] => 1.1980755228278 [11] => 1.2197872646396 [12] => 1.2414990064513 [13] => 1.2632107482631 [14] => 1.2849224900748 [15] => 1.3066342318866 [16] => 1.3283459736983 [17] => 1.3500577155101 [18] => 1.3717694573218 [19] => 1.3934811991336 [20] => 1.4151929409453 [21] => 1.4369046827571 [22] => 1.4586164245688 [23] => 1.4803281663806 [24] => 1.5020399081923 ) [Error] => Array ( [0] => 0.21942721952202 [1] => 0.15572280386501 [2] => 0.07890888322389 [3] => -0.11124152717995 [4] => -0.0058627799292694 [5] => -0.30704418960282 [6] => -0.35451639541608 [7] => -0.40369449016729 [8] => 0.11096754394954 [9] => 0.052267523973608 [10] => 0.137803429307 [11] => -0.23404652358952 [12] => 0.31444143136717 [13] => 0.22216992144785 [14] => 0.093002699455196 [15] => 0.13344007713105 [16] => 0.11051268572223 [17] => 0.12245007656873 [18] => -0.025925414129209 [19] => -0.10384766012393 [20] => 0.025165055869964 [21] => 0.075432779575863 [22] => -0.09602086702 [23] => -0.048273298224294 [24] => -0.16123898559676 ) [SquaredError] => Array ( [0] => 0.048148304667166 [1] => 0.02424959164358 [2] => 0.0062266118516414 [3] => 0.012374677369327 [4] => 3.4372188499044E-5 [5] => 0.094276134368851 [6] => 0.12568187461881 [7] => 0.16296924139143 [8] => 0.012313795810192 [9] => 0.0027318940623317 [10] => 0.018989785128769 [11] => 0.054777775204339 [12] => 0.098873413760235 [13] => 0.049359473996144 [14] => 0.0086495021059535 [15] => 0.01780625418474 [16] => 0.01221305370554 [17] => 0.014994021251688 [18] => 0.00067212709777098 [19] => 0.010784336513216 [20] => 0.00063328003693839 [21] => 0.0056901042345408 [22] => 0.0092200069032726 [23] => 0.0023303113214516 [24] => 0.025998010476271 ) [TotalError] => 1.4328176061427 [SumError] => -3.7747582837255E-15 [SumSquaredError] => 0.8199979538927 [ErrorVariance] => 0.035652084951856 [StdErr] => 0.18881759703973 [SlopeStdErr] => 0.020947431625742 [SlopeVal] => [YIntStdErr] => 0.073316010690099 [YIntTVal] => 13.379861990266 [R] => 0.65398966817718 [RSquared] => 0.4277024860825 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.1459482383637 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1583926503871 [1] => 1.1032904715577 [2] => 0.93485180296566 [3] => 1.0619422920281 [4] => 0.78247262416629 [5] => 0.75671216016477 [6] => 0.72924580722531 [7] => 1.2656195831539 [8] => 1.2286313049897 [9] => 1.3358789521348 [10] => 0.98574074105007 [11] => 1.5559404378185 [12] => 1.4853806697109 [13] => 1.37792518953 [14] => 1.4400743090176 [15] => 1.4388586594206 [16] => 1.4725077920788 [17] => 1.3458440431926 [18] => 1.2896335390096 [19] => 1.4403579968153 [20] => 1.5123374623329 [21] => 1.3625955575488 [22] => 1.4320548681563 [23] => 1.3408009225956 [24] => 1.3921515449788 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2491696552812 [SumXX] => 81.25 [SumXY] => 7.374654237189 [SumYY] => 1.4523524873051 [Slope] => 0.090764975226941 [YInt] => 0.97687472960037 [PredictedY] => Array ( [0] => 0.97687472960037 [1] => 0.99956597340711 [2] => 1.0222572172138 [3] => 1.0449484610206 [4] => 1.0676397048273 [5] => 1.0903309486341 [6] => 1.1130221924408 [7] => 1.1357134362475 [8] => 1.1584046800543 [9] => 1.181095923861 [10] => 1.2037871676677 [11] => 1.2264784114745 [12] => 1.2491696552812 [13] => 1.2718608990879 [14] => 1.2945521428947 [15] => 1.3172433867014 [16] => 1.3399346305081 [17] => 1.3626258743149 [18] => 1.3853171181216 [19] => 1.4080083619283 [20] => 1.4306996057351 [21] => 1.4533908495418 [22] => 1.4760820933485 [23] => 1.4987733371553 [24] => 1.521464580962 ) [Error] => Array ( [0] => 0.18151792078675 [1] => 0.10372449815064 [2] => -0.087405414248184 [3] => 0.016993831007506 [4] => -0.28516708066103 [5] => -0.33361878846928 [6] => -0.38377638521548 [7] => 0.12990614690636 [8] => 0.070226624935448 [9] => 0.15478302827385 [10] => -0.21804642661765 [11] => 0.32946202634405 [12] => 0.23621101442974 [13] => 0.1060642904421 [14] => 0.14552216612296 [15] => 0.12161527271916 [16] => 0.13257316157067 [17] => -0.016781831122254 [18] => -0.095683579111964 [19] => 0.032349634886944 [20] => 0.081637856597856 [21] => -0.090795291992995 [22] => -0.044027225192276 [23] => -0.15797241455972 [24] => -0.1293130359832 ) [SquaredError] => Array ( [0] => 0.032948755566743 [1] => 0.010758771516602 [2] => 0.0076397064398967 [3] => 0.00028879029231169 [4] => 0.081320263892734 [5] => 0.11130149601971 [6] => 0.14728431384906 [7] => 0.016875607004058 [8] => 0.004931778849824 [9] => 0.023957785841624 [10] => 0.047544244160727 [11] => 0.10854522680273 [12] => 0.055795643337927 [13] => 0.011249633706986 [14] => 0.021176700833119 [15] => 0.014790274558555 [16] => 0.017575643168843 [17] => 0.00028162985581586 [18] => 0.0091553473116754 [19] => 0.0010464988773186 [20] => 0.0066647396298921 [21] => 0.0082437850480932 [22] => 0.0019383965581313 [23] => 0.02495528376183 [24] => 0.016721861275192 ) [TotalError] => 1.4523524873051 [SumError] => 8.8817841970013E-16 [SumSquaredError] => 0.7829921781594 [ErrorVariance] => 0.034043138180843 [StdErr] => 0.18450782688234 [SlopeStdErr] => 0.020469305555345 [SlopeVal] => [YIntStdErr] => 0.071642569443707 [YIntTVal] => 13.635394950037 [R] => 0.67888148101935 [RSquared] => 0.46088006527102 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.4341990489873 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1032904715577 [1] => 0.93485180296566 [2] => 1.0619422920281 [3] => 0.78247262416629 [4] => 0.75671216016477 [5] => 0.72924580722531 [6] => 1.2656195831539 [7] => 1.2286313049897 [8] => 1.3358789521348 [9] => 0.98574074105007 [10] => 1.5559404378185 [11] => 1.4853806697109 [12] => 1.37792518953 [13] => 1.4400743090176 [14] => 1.4388586594206 [15] => 1.4725077920788 [16] => 1.3458440431926 [17] => 1.2896335390096 [18] => 1.4403579968153 [19] => 1.5123374623329 [20] => 1.3625955575488 [21] => 1.4320548681563 [22] => 1.3408009225956 [23] => 1.3921515449788 [24] => 1.4069147043332 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.259110537439 [SumXX] => 81.25 [SumXY] => 7.5528641184393 [SumYY] => 1.4665249947361 [Slope] => 0.09295832761156 [YInt] => 0.98023555460436 [PredictedY] => Array ( [0] => 0.98023555460436 [1] => 1.0034751365073 [2] => 1.0267147184101 [3] => 1.049954300313 [4] => 1.0731938822159 [5] => 1.0964334641188 [6] => 1.1196730460217 [7] => 1.1429126279246 [8] => 1.1661522098275 [9] => 1.1893917917304 [10] => 1.2126313736333 [11] => 1.2358709555362 [12] => 1.259110537439 [13] => 1.2823501193419 [14] => 1.3055897012448 [15] => 1.3288292831477 [16] => 1.3520688650506 [17] => 1.3753084469535 [18] => 1.3985480288564 [19] => 1.4217876107593 [20] => 1.4450271926622 [21] => 1.4682667745651 [22] => 1.4915063564679 [23] => 1.5147459383708 [24] => 1.5379855202737 ) [Error] => Array ( [0] => 0.12305491695339 [1] => -0.06862333354159 [2] => 0.035227573617946 [3] => -0.26748167614674 [4] => -0.31648172205115 [5] => -0.3671876568935 [6] => 0.14594653713218 [7] => 0.085718677065113 [8] => 0.16972674230736 [9] => -0.2036510506803 [10] => 0.34330906418525 [11] => 0.24950971417479 [12] => 0.11881465209099 [13] => 0.1577241896757 [14] => 0.13326895817574 [15] => 0.1436785089311 [16] => -0.0062248218579819 [17] => -0.085674907943846 [18] => 0.041809967958907 [19] => 0.090549851573664 [20] => -0.082431635113341 [21] => -0.036211906408777 [22] => -0.15070543387238 [23] => -0.12259439339201 [24] => -0.13107081594051 ) [SquaredError] => Array ( [0] => 0.015142512586405 [1] => 0.0047091619063603 [2] => 0.0012409819430078 [3] => 0.071546447074272 [4] => 0.10016068039246 [5] => 0.13482677537494 [6] => 0.021300391700876 [7] => 0.0073476915977931 [8] => 0.028807167054269 [9] => 0.041473750443189 [10] => 0.11786111355175 [11] => 0.062255097467584 [12] => 0.014116921551503 [13] => 0.024876920008856 [14] => 0.017760615213247 [15] => 0.020643513928664 [16] => 3.8748407163609E-5 [17] => 0.0073401898511865 [18] => 0.0017480734207248 [19] => 0.0081992756200126 [20] => 0.006794974467459 [21] => 0.001311302165758 [22] => 0.022712127798663 [23] => 0.015029385291154 [24] => 0.01717955879131 ) [TotalError] => 1.4665249947361 [SumError] => 2.6645352591004E-15 [SumSquaredError] => 0.76442337760861 [ErrorVariance] => 0.033235799026461 [StdErr] => 0.18230688145668 [SlopeStdErr] => 0.020225132583446 [SlopeVal] => [YIntStdErr] => 0.070787964042063 [YIntTVal] => 13.847489016945 [R] => 0.69191899297553 [RSquared] => 0.47875189284027 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.5961788991012 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.93485180296566 [1] => 1.0619422920281 [2] => 0.78247262416629 [3] => 0.75671216016477 [4] => 0.72924580722531 [5] => 1.2656195831539 [6] => 1.2286313049897 [7] => 1.3358789521348 [8] => 0.98574074105007 [9] => 1.5559404378185 [10] => 1.4853806697109 [11] => 1.37792518953 [12] => 1.4400743090176 [13] => 1.4388586594206 [14] => 1.4725077920788 [15] => 1.3458440431926 [16] => 1.2896335390096 [17] => 1.4403579968153 [18] => 1.5123374623329 [19] => 1.3625955575488 [20] => 1.4320548681563 [21] => 1.3408009225956 [22] => 1.3921515449788 [23] => 1.4069147043332 [24] => 1.5705662884199 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2778015701135 [SumXX] => 81.25 [SumXY] => 7.9808161572678 [SumYY] => 1.5305159190629 [Slope] => 0.098225429627911 [YInt] => 0.9831252812298 [PredictedY] => Array ( [0] => 0.9831252812298 [1] => 1.0076816386368 [2] => 1.0322379960438 [3] => 1.0567943534507 [4] => 1.0813507108577 [5] => 1.1059070682647 [6] => 1.1304634256717 [7] => 1.1550197830786 [8] => 1.1795761404856 [9] => 1.2041324978926 [10] => 1.2286888552996 [11] => 1.2532452127066 [12] => 1.2778015701135 [13] => 1.3023579275205 [14] => 1.3269142849275 [15] => 1.3514706423345 [16] => 1.3760269997414 [17] => 1.4005833571484 [18] => 1.4251397145554 [19] => 1.4496960719624 [20] => 1.4742524293694 [21] => 1.4988087867763 [22] => 1.5233651441833 [23] => 1.5479215015903 [24] => 1.5724778589973 ) [Error] => Array ( [0] => -0.048273478264135 [1] => 0.054260653391313 [2] => -0.24976537187747 [3] => -0.30008219328596 [4] => -0.3521049036324 [5] => 0.1597125148892 [6] => 0.098167879318041 [7] => 0.1808591690562 [8] => -0.19383539943554 [9] => 0.35180793992592 [10] => 0.25669181441136 [11] => 0.12467997682348 [12] => 0.1622727389041 [13] => 0.13650073190005 [14] => 0.14559350715132 [15] => -0.0056265991418432 [16] => -0.086393460731795 [17] => 0.03977463966687 [18] => 0.08719774777754 [19] => -0.087100514413553 [20] => -0.042197561213077 [21] => -0.15800786418077 [22] => -0.13121359920448 [23] => -0.14100679725707 [24] => -0.0019115705773145 ) [SquaredError] => Array ( [0] => 0.0023303287037179 [1] => 0.0029442185064522 [2] => 0.062382740989088 [3] => 0.090049322727311 [4] => 0.12397786316198 [5] => 0.025508087412233 [6] => 0.0096369325298015 [7] => 0.0327100390317 [8] => 0.037572162074337 [9] => 0.12376882659492 [10] => 0.065890687585798 [11] => 0.015545096620704 [12] => 0.026332441791439 [13] => 0.018632449809251 [14] => 0.021197469324623 [15] => 3.165861790299E-5 [16] => 0.0074638300572162 [17] => 0.0015820219606293 [18] => 0.0076034472174755 [19] => 0.0075864996111056 [20] => 0.0017806341723314 [21] => 0.024966485142968 [22] => 0.017217008616195 [23] => 0.019882916872697 [24] => 3.6541020720545E-6 ) [TotalError] => 1.5305159190629 [SumError] => 8.8817841970013E-16 [SumSquaredError] => 0.74659682323395 [ErrorVariance] => 0.032460731444954 [StdErr] => 0.18016861947896 [SlopeStdErr] => 0.019987913715722 [SlopeVal] => [YIntStdErr] => 0.069957698005025 [YIntTVal] => 14.053139386593 [R] => 0.71567640013024 [RSquared] => 0.51219270970337 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.9142412272198 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.0619422920281 [1] => 0.78247262416629 [2] => 0.75671216016477 [3] => 0.72924580722531 [4] => 1.2656195831539 [5] => 1.2286313049897 [6] => 1.3358789521348 [7] => 0.98574074105007 [8] => 1.5559404378185 [9] => 1.4853806697109 [10] => 1.37792518953 [11] => 1.4400743090176 [12] => 1.4388586594206 [13] => 1.4725077920788 [14] => 1.3458440431926 [15] => 1.2896335390096 [16] => 1.4403579968153 [17] => 1.5123374623329 [18] => 1.3625955575488 [19] => 1.4320548681563 [20] => 1.3408009225956 [21] => 1.3921515449788 [22] => 1.4069147043332 [23] => 1.5705662884199 [24] => 1.4769185366569 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2994842394612 [SumXX] => 81.25 [SumXY] => 7.4635803136673 [SumYY] => 1.4407954888906 [Slope] => 0.091859450014366 [YInt] => 1.0239058894181 [PredictedY] => Array ( [0] => 1.0239058894181 [1] => 1.0468707519217 [2] => 1.0698356144253 [3] => 1.0928004769289 [4] => 1.1157653394324 [5] => 1.138730201936 [6] => 1.1616950644396 [7] => 1.1846599269432 [8] => 1.2076247894468 [9] => 1.2305896519504 [10] => 1.253554514454 [11] => 1.2765193769576 [12] => 1.2994842394612 [13] => 1.3224491019648 [14] => 1.3454139644684 [15] => 1.368378826972 [16] => 1.3913436894755 [17] => 1.4143085519791 [18] => 1.4372734144827 [19] => 1.4602382769863 [20] => 1.4832031394899 [21] => 1.5061680019935 [22] => 1.5291328644971 [23] => 1.5520977270007 [24] => 1.5750625895043 ) [Error] => Array ( [0] => 0.038036402610007 [1] => -0.26439812775538 [2] => -0.31312345426049 [3] => -0.36355466970355 [4] => 0.14985424372144 [5] => 0.089901103053666 [6] => 0.17418388769521 [7] => -0.19891918589315 [8] => 0.3483156483717 [9] => 0.25479101776053 [10] => 0.12437067507604 [11] => 0.16355493206004 [12] => 0.13937441995938 [13] => 0.15005869011404 [14] => 0.00043007872425793 [15] => -0.078745287962308 [16] => 0.049014307339744 [17] => 0.098028910353799 [18] => -0.074677856933908 [19] => -0.028183408830045 [20] => -0.14240221689435 [21] => -0.11401645701468 [22] => -0.12221816016388 [23] => 0.018468561419263 [24] => -0.098144052847397 ) [SquaredError] => Array ( [0] => 0.0014467679235106 [1] => 0.069906369960553 [2] => 0.098046297608022 [3] => 0.13217199786326 [4] => 0.022456294361324 [5] => 0.008082208330266 [6] => 0.030340026732619 [7] => 0.039568842516392 [8] => 0.1213237909006 [9] => 0.064918462731449 [10] => 0.015468064818869 [11] => 0.026750215801166 [12] => 0.019425228939015 [13] => 0.022517610478741 [14] => 1.8496770905933E-7 [15] => 0.0062008203762668 [16] => 0.0024024023239948 [17] => 0.0096096672651533 [18] => 0.0055767823162412 [19] => 0.00079430453328145 [20] => 0.020278391376426 [21] => 0.01299975247018 [22] => 0.014937278673844 [23] => 0.00034108776089707 [24] => 0.0096322551093127 ) [TotalError] => 1.4407954888906 [SumError] => -8.4376949871512E-15 [SumSquaredError] => 0.75519510613908 [ErrorVariance] => 0.032834569832134 [StdErr] => 0.18120311761152 [SlopeStdErr] => 0.020102680979147 [SlopeVal] => [YIntStdErr] => 0.070359383427013 [YIntTVal] => 14.552513674032 [R] => 0.68981773485945 [RSquared] => 0.47584850732662 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.5695124003438 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.78247262416629 [1] => 0.75671216016477 [2] => 0.72924580722531 [3] => 1.2656195831539 [4] => 1.2286313049897 [5] => 1.3358789521348 [6] => 0.98574074105007 [7] => 1.5559404378185 [8] => 1.4853806697109 [9] => 1.37792518953 [10] => 1.4400743090176 [11] => 1.4388586594206 [12] => 1.4725077920788 [13] => 1.3458440431926 [14] => 1.2896335390096 [15] => 1.4403579968153 [16] => 1.5123374623329 [17] => 1.3625955575488 [18] => 1.4320548681563 [19] => 1.3408009225956 [20] => 1.3921515449788 [21] => 1.4069147043332 [22] => 1.5705662884199 [23] => 1.4769185366569 [24] => 1.5597271274176 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3193956328768 [SumXX] => 81.25 [SumXY] => 7.4722976483789 [SumYY] => 1.4421840831384 [Slope] => 0.09196674028774 [YInt] => 1.0434954120135 [PredictedY] => Array ( [0] => 1.0434954120135 [1] => 1.0664870970855 [2] => 1.0894787821574 [3] => 1.1124704672293 [4] => 1.1354621523013 [5] => 1.1584538373732 [6] => 1.1814455224451 [7] => 1.2044372075171 [8] => 1.227428892589 [9] => 1.250420577661 [10] => 1.2734122627329 [11] => 1.2964039478048 [12] => 1.3193956328768 [13] => 1.3423873179487 [14] => 1.3653790030206 [15] => 1.3883706880926 [16] => 1.4113623731645 [17] => 1.4343540582364 [18] => 1.4573457433084 [19] => 1.4803374283803 [20] => 1.5033291134522 [21] => 1.5263207985242 [22] => 1.5493124835961 [23] => 1.572304168668 [24] => 1.59529585374 ) [Error] => Array ( [0] => -0.26102278784725 [1] => -0.3097749369207 [2] => -0.3602329749321 [3] => 0.15314911592454 [4] => 0.093169152688426 [5] => 0.17742511476163 [6] => -0.19570478139507 [7] => 0.35150323030143 [8] => 0.25795177712192 [9] => 0.12750461186908 [10] => 0.16666204628474 [11] => 0.14245471161574 [12] => 0.15311215920205 [13] => 0.0034567252439273 [14] => -0.075745464010982 [15] => 0.051987308722726 [16] => 0.10097508916844 [17] => -0.071758500687612 [18] => -0.025290875152092 [19] => -0.13953650578474 [20] => -0.11117756847341 [21] => -0.11940609419096 [22] => 0.021253804823842 [23] => -0.095385632011162 [24] => -0.035568726322416 ) [SquaredError] => Array ( [0] => 0.068132895775551 [1] => 0.095960511544224 [2] => 0.12976779622843 [3] => 0.023454651708469 [4] => 0.0086804910126793 [5] => 0.031479671348177 [6] => 0.038300361460893 [7] => 0.12355452091234 [8] => 0.066539119320357 [9] => 0.016257426047885 [10] => 0.027776237671818 [11] => 0.020293344861524 [12] => 0.023443333295515 [13] => 1.1948949412004E-5 [14] => 0.0057373753182389 [15] => 0.002702680268232 [16] => 0.010195968632574 [17] => 0.005149282420934 [18] => 0.00063962836595872 [19] => 0.019470436446615 [20] => 0.012360451731661 [21] => 0.01425781532994 [22] => 0.00045172421948995 [23] => 0.0090984187941688 [24] => 0.0012651342921989 ) [TotalError] => 1.4421840831384 [SumError] => -3.9968028886506E-15 [SumSquaredError] => 0.75498122595729 [ErrorVariance] => 0.032825270693795 [StdErr] => 0.18117745636197 [SlopeStdErr] => 0.020099834119115 [SlopeVal] => [YIntStdErr] => 0.070349419416902 [YIntTVal] => 14.833035164507 [R] => 0.69029086981224 [RSquared] => 0.47650148494614 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.5754974763836 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.75671216016477 [1] => 0.72924580722531 [2] => 1.2656195831539 [3] => 1.2286313049897 [4] => 1.3358789521348 [5] => 0.98574074105007 [6] => 1.5559404378185 [7] => 1.4853806697109 [8] => 1.37792518953 [9] => 1.4400743090176 [10] => 1.4388586594206 [11] => 1.4725077920788 [12] => 1.3458440431926 [13] => 1.2896335390096 [14] => 1.4403579968153 [15] => 1.5123374623329 [16] => 1.3625955575488 [17] => 1.4320548681563 [18] => 1.3408009225956 [19] => 1.3921515449788 [20] => 1.4069147043332 [21] => 1.5705662884199 [22] => 1.4769185366569 [23] => 1.5597271274176 [24] => 1.6364878963534 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3535562437642 [SumXX] => 81.25 [SumXY] => 6.6785746604997 [SumYY] => 1.2252715860073 [Slope] => 0.08219784197538 [YInt] => 1.1069627178381 [PredictedY] => Array ( [0] => 1.1069627178381 [1] => 1.1275121783319 [2] => 1.1480616388258 [3] => 1.1686110993196 [4] => 1.1891605598135 [5] => 1.2097100203073 [6] => 1.2302594808012 [7] => 1.250808941295 [8] => 1.2713584017889 [9] => 1.2919078622827 [10] => 1.3124573227765 [11] => 1.3330067832704 [12] => 1.3535562437642 [13] => 1.3741057042581 [14] => 1.3946551647519 [15] => 1.4152046252458 [16] => 1.4357540857396 [17] => 1.4563035462335 [18] => 1.4768530067273 [19] => 1.4974024672212 [20] => 1.517951927715 [21] => 1.5385013882088 [22] => 1.5590508487027 [23] => 1.5796003091965 [24] => 1.6001497696904 ) [Error] => Array ( [0] => -0.35025055767333 [1] => -0.39826637110664 [2] => 0.1175579443281 [3] => 0.06002020567007 [4] => 0.14671839232136 [5] => -0.22396927925725 [6] => 0.32568095701734 [7] => 0.23457172841592 [8] => 0.10656678774117 [9] => 0.14816644673493 [10] => 0.12640133664401 [11] => 0.13950100880841 [12] => -0.007712200571621 [13] => -0.08447216524844 [14] => 0.045702832063358 [15] => 0.09713283708716 [16] => -0.0731585281908 [17] => -0.024248678077191 [18] => -0.13605208413175 [19] => -0.10525092224233 [20] => -0.11103722338179 [21] => 0.032064900211102 [22] => -0.082132312045811 [23] => -0.019873181778975 [24] => 0.036338126662984 ) [SquaredError] => Array ( [0] => 0.12267545315048 [1] => 0.15861610235445 [2] => 0.013819870274648 [3] => 0.0036024250886775 [4] => 0.021526286645365 [5] => 0.050162238051012 [6] => 0.10606808576373 [7] => 0.055023895772034 [8] => 0.011356480249472 [9] => 0.021953295938054 [10] => 0.015977297905393 [11] => 0.019460531458565 [12] => 5.9478037656912E-5 [13] => 0.0071355467017598 [14] => 0.0020887488586115 [15] => 0.0094347880406008 [16] => 0.0053521702470441 [17] => 0.00058799838849126 [18] => 0.018510169596593 [19] => 0.011077756632862 [20] => 0.012329264976337 [21] => 0.0010281578255479 [22] => 0.0067457166819905 [23] => 0.0003949433540202 [24] => 0.0013204594493751 ) [TotalError] => 1.2252715860073 [SumError] => -2.5535129566379E-15 [SumSquaredError] => 0.67630716144277 [ErrorVariance] => 0.029404659193164 [StdErr] => 0.17147786793975 [SlopeStdErr] => 0.019023761398893 [SlopeVal] => [YIntStdErr] => 0.066583164896126 [YIntTVal] => 16.625264352709 [R] => 0.66935408679984 [RSquared] => 0.44803489351565 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 4.3207986187297 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.72924580722531 [1] => 1.2656195831539 [2] => 1.2286313049897 [3] => 1.3358789521348 [4] => 0.98574074105007 [5] => 1.5559404378185 [6] => 1.4853806697109 [7] => 1.37792518953 [8] => 1.4400743090176 [9] => 1.4388586594206 [10] => 1.4725077920788 [11] => 1.3458440431926 [12] => 1.2896335390096 [13] => 1.4403579968153 [14] => 1.5123374623329 [15] => 1.3625955575488 [16] => 1.4320548681563 [17] => 1.3408009225956 [18] => 1.3921515449788 [19] => 1.4069147043332 [20] => 1.5705662884199 [21] => 1.4769185366569 [22] => 1.5597271274176 [23] => 1.6364878963534 [24] => 1.5690343013957 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3860491294135 [SumXX] => 81.25 [SumXY] => 5.3852655616959 [SumYY] => 0.88908482875489 [Slope] => 0.066280191528565 [YInt] => 1.1872085548278 [PredictedY] => Array ( [0] => 1.1872085548278 [1] => 1.2037786027099 [2] => 1.2203486505921 [3] => 1.2369186984742 [4] => 1.2534887463563 [5] => 1.2700587942385 [6] => 1.2866288421206 [7] => 1.3031988900028 [8] => 1.3197689378849 [9] => 1.3363389857671 [10] => 1.3529090336492 [11] => 1.3694790815313 [12] => 1.3860491294135 [13] => 1.4026191772956 [14] => 1.4191892251778 [15] => 1.4357592730599 [16] => 1.452329320942 [17] => 1.4688993688242 [18] => 1.4854694167063 [19] => 1.5020394645885 [20] => 1.5186095124706 [21] => 1.5351795603527 [22] => 1.5517496082349 [23] => 1.568319656117 [24] => 1.5848897039992 ) [Error] => Array ( [0] => -0.45796274760248 [1] => 0.061840980443959 [2] => 0.0082826543976373 [3] => 0.098960253660634 [4] => -0.26774800530627 [5] => 0.28588164358002 [6] => 0.19875182759031 [7] => 0.074726299527259 [8] => 0.12030537113272 [9] => 0.10251967365351 [10] => 0.11959875842961 [11] => -0.023635038338718 [12] => -0.096415590403833 [13] => 0.037738819519668 [14] => 0.093148237155175 [15] => -0.073163715511082 [16] => -0.020274452785769 [17] => -0.12809844622862 [18] => -0.093317871727502 [19] => -0.095124760255253 [20] => 0.05195677594934 [21] => -0.058261023695869 [22] => 0.0079775191826703 [23] => 0.068168240236334 [24] => -0.015855402603431 ) [SquaredError] => Array ( [0] => 0.20972987819161 [1] => 0.0038243068622702 [2] => 6.8602363870701E-5 [3] => 0.0097931318045771 [4] => 0.071688994345489 [5] => 0.081728314136014 [6] => 0.039502288970487 [7] => 0.0055840198410377 [8] => 0.014473382323381 [9] => 0.010510283486022 [10] => 0.014303863017905 [11] => 0.00055861503727267 [12] => 0.0092959660729198 [13] => 0.0014242184987381 [14] => 0.0086765940851167 [15] => 0.0053529292673865 [16] => 0.00041105343576238 [17] => 0.016409211926188 [18] => 0.0087082251837506 [19] => 0.0090487200136193 [20] => 0.0026995065670499 [21] => 0.0033943468820907 [22] => 6.3640812309873E-5 [23] => 0.0046469089769185 [24] => 0.00025139379171687 ) [TotalError] => 0.88908482875489 [SumError] => 9.8809849191639E-15 [SumSquaredError] => 0.5321483958935 [ErrorVariance] => 0.023136886777978 [StdErr] => 0.15210814172153 [SlopeStdErr] => 0.016874883212078 [SlopeVal] => [YIntStdErr] => 0.059062091242273 [YIntTVal] => 20.101024698869 [R] => 0.633612650677 [RSquared] => 0.40146499109793 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.9277422365285 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2656195831539 [1] => 1.2286313049897 [2] => 1.3358789521348 [3] => 0.98574074105007 [4] => 1.5559404378185 [5] => 1.4853806697109 [6] => 1.37792518953 [7] => 1.4400743090176 [8] => 1.4388586594206 [9] => 1.4725077920788 [10] => 1.3458440431926 [11] => 1.2896335390096 [12] => 1.4403579968153 [13] => 1.5123374623329 [14] => 1.3625955575488 [15] => 1.4320548681563 [16] => 1.3408009225956 [17] => 1.3921515449788 [18] => 1.4069147043332 [19] => 1.5705662884199 [20] => 1.4769185366569 [21] => 1.5597271274176 [22] => 1.6364878963534 [23] => 1.5690343013957 [24] => 1.4623231130842 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4153722216478 [SumXX] => 81.25 [SumXY] => 3.4794767155966 [SumYY] => 0.44201585184786 [Slope] => 0.042824328807343 [YInt] => 1.2868992352258 [PredictedY] => Array ( [0] => 1.2868992352258 [1] => 1.2976053174276 [2] => 1.3083113996295 [3] => 1.3190174818313 [4] => 1.3297235640331 [5] => 1.340429646235 [6] => 1.3511357284368 [7] => 1.3618418106387 [8] => 1.3725478928405 [9] => 1.3832539750423 [10] => 1.3939600572442 [11] => 1.404666139446 [12] => 1.4153722216478 [13] => 1.4260783038497 [14] => 1.4367843860515 [15] => 1.4474904682533 [16] => 1.4581965504552 [17] => 1.468902632657 [18] => 1.4796087148588 [19] => 1.4903147970607 [20] => 1.5010208792625 [21] => 1.5117269614644 [22] => 1.5224330436662 [23] => 1.533139125868 [24] => 1.5438452080699 ) [Error] => Array ( [0] => -0.021279652071923 [1] => -0.068974012437939 [2] => 0.027567552505363 [3] => -0.33327674078124 [4] => 0.22621687378536 [5] => 0.14495102347595 [6] => 0.02678946109321 [7] => 0.078232498378974 [8] => 0.066310766580069 [9] => 0.089253817036481 [10] => -0.048116014051545 [11] => -0.11503260043635 [12] => 0.024985775167452 [13] => 0.086259158483264 [14] => -0.074188828502687 [15] => -0.015435600097068 [16] => -0.11739562785962 [17] => -0.076751087678191 [18] => -0.072694010525635 [19] => 0.080251491359263 [20] => -0.024102342605641 [21] => 0.048000165953204 [22] => 0.11405485268717 [23] => 0.035895175527714 [24] => -0.081522094985629 ) [SquaredError] => Array ( [0] => 0.00045282359230209 [1] => 0.004757414391789 [2] => 0.00075996995113597 [3] => 0.11107338594577 [4] => 0.051174073985222 [5] => 0.021010799206726 [6] => 0.00071767522566464 [7] => 0.0061203238026162 [8] => 0.0043971177644364 [9] => 0.0079662438555816 [10] => 0.0023151508082085 [11] => 0.01323249916315 [12] => 0.00062428896071847 [13] => 0.0074406424222409 [14] => 0.0055039822746011 [15] => 0.00023825775035662 [16] => 0.013781733440554 [17] => 0.0058907294597853 [18] => 0.0052844191663012 [19] => 0.0064403018653858 [20] => 0.00058092291907971 [21] => 0.0023040159315351 [22] => 0.013008509421493 [23] => 0.0012884636261654 [24] => 0.006645851970846 ) [TotalError] => 0.44201585184786 [SumError] => 9.7699626167014E-15 [SumSquaredError] => 0.29300959690166 [ErrorVariance] => 0.012739547691377 [StdErr] => 0.11286960481625 [SlopeStdErr] => 0.012521758387888 [SlopeVal] => [YIntStdErr] => 0.043826154357607 [YIntTVal] => 29.363727073225 [R] => 0.58060841702167 [RSquared] => 0.33710613391641 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 3.4199932214606 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2286313049897 [1] => 1.3358789521348 [2] => 0.98574074105007 [3] => 1.5559404378185 [4] => 1.4853806697109 [5] => 1.37792518953 [6] => 1.4400743090176 [7] => 1.4388586594206 [8] => 1.4725077920788 [9] => 1.3458440431926 [10] => 1.2896335390096 [11] => 1.4403579968153 [12] => 1.5123374623329 [13] => 1.3625955575488 [14] => 1.4320548681563 [15] => 1.3408009225956 [16] => 1.3921515449788 [17] => 1.4069147043332 [18] => 1.5705662884199 [19] => 1.4769185366569 [20] => 1.5597271274176 [21] => 1.6364878963534 [22] => 1.5690343013957 [23] => 1.4623231130842 [24] => 1.3580491199867 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4190694031212 [SumXX] => 81.25 [SumXY] => 2.820811335508 [SumYY] => 0.42253420832484 [Slope] => 0.034717677975483 [YInt] => 1.3149163691947 [PredictedY] => Array ( [0] => 1.3149163691947 [1] => 1.3235957886886 [2] => 1.3322752081824 [3] => 1.3409546276763 [4] => 1.3496340471702 [5] => 1.3583134666641 [6] => 1.3669928861579 [7] => 1.3756723056518 [8] => 1.3843517251457 [9] => 1.3930311446395 [10] => 1.4017105641334 [11] => 1.4103899836273 [12] => 1.4190694031212 [13] => 1.427748822615 [14] => 1.4364282421089 [15] => 1.4451076616028 [16] => 1.4537870810966 [17] => 1.4624665005905 [18] => 1.4711459200844 [19] => 1.4798253395782 [20] => 1.4885047590721 [21] => 1.497184178566 [22] => 1.5058635980599 [23] => 1.5145430175537 [24] => 1.5232224370476 ) [Error] => Array ( [0] => -0.086285064204998 [1] => 0.01228316344627 [2] => -0.34653446713237 [3] => 0.2149858101422 [4] => 0.13574662254075 [5] => 0.019611722865977 [6] => 0.073081422859705 [7] => 0.063186353768765 [8] => 0.088156066933142 [9] => -0.047187101446919 [10] => -0.11207702512376 [11] => 0.029968013188008 [12] => 0.093268059211785 [13] => -0.065153265066201 [14] => -0.0043733739526175 [15] => -0.1043067390072 [16] => -0.06163553611781 [17] => -0.05555179625729 [18] => 0.099420368335573 [19] => -0.0029068029213659 [20] => 0.071222368345444 [21] => 0.13930371778738 [22] => 0.063170703335885 [23] => -0.052219904469494 [24] => -0.16517331706085 ) [SquaredError] => Array ( [0] => 0.0074451123048606 [1] => 0.00015087610424778 [2] => 0.12008613691071 [3] => 0.046218898562497 [4] => 0.018427145531222 [5] => 0.00038461967377187 [6] => 0.0053408943671991 [7] => 0.0039925153025915 [8] => 0.0077714921371206 [9] => 0.0022266225429618 [10] => 0.012561259560593 [11] => 0.00089808181443664 [12] => 0.0086989308691331 [13] => 0.0042449479487867 [14] => 1.9126399729433E-5 [15] => 0.010879895802317 [16] => 0.0037989393125299 [17] => 0.0030860020674114 [18] => 0.009884409639981 [19] => 8.4495032236614E-6 [20] => 0.0050726257527342 [21] => 0.019405525789386 [22] => 0.0039905377599503 [23] => 0.0027269184228031 [24] => 0.027282224668885 ) [TotalError] => 0.42253420832484 [SumError] => 1.9984014443253E-15 [SumSquaredError] => 0.32460218874909 [ErrorVariance] => 0.014113138641265 [StdErr] => 0.11879873164838 [SlopeStdErr] => 0.013179535951333 [SlopeVal] => [YIntStdErr] => 0.046128375829667 [YIntTVal] => 28.505585673559 [R] => 0.48142808027047 [RSquared] => 0.23177299647291 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.6342109542917 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3358789521348 [1] => 0.98574074105007 [2] => 1.5559404378185 [3] => 1.4853806697109 [4] => 1.37792518953 [5] => 1.4400743090176 [6] => 1.4388586594206 [7] => 1.4725077920788 [8] => 1.3458440431926 [9] => 1.2896335390096 [10] => 1.4403579968153 [11] => 1.5123374623329 [12] => 1.3625955575488 [13] => 1.4320548681563 [14] => 1.3408009225956 [15] => 1.3921515449788 [16] => 1.4069147043332 [17] => 1.5705662884199 [18] => 1.4769185366569 [19] => 1.5597271274176 [20] => 1.6364878963534 [21] => 1.5690343013957 [22] => 1.4623231130842 [23] => 1.3580491199867 [24] => 1.2612152722686 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4203727618123 [SumXX] => 81.25 [SumXY] => 1.7283251240231 [SumYY] => 0.41114299713519 [Slope] => 0.021271693834131 [YInt] => 1.3565576803099 [PredictedY] => Array ( [0] => 1.3565576803099 [1] => 1.3618756037684 [2] => 1.367193527227 [3] => 1.3725114506855 [4] => 1.377829374144 [5] => 1.3831472976026 [6] => 1.3884652210611 [7] => 1.3937831445196 [8] => 1.3991010679782 [9] => 1.4044189914367 [10] => 1.4097369148952 [11] => 1.4150548383538 [12] => 1.4203727618123 [13] => 1.4256906852708 [14] => 1.4310086087294 [15] => 1.4363265321879 [16] => 1.4416444556464 [17] => 1.446962379105 [18] => 1.4522803025635 [19] => 1.457598226022 [20] => 1.4629161494806 [21] => 1.4682340729391 [22] => 1.4735519963976 [23] => 1.4788699198562 [24] => 1.4841878433147 ) [Error] => Array ( [0] => -0.020678728175072 [1] => -0.37613486271837 [2] => 0.18874691059153 [3] => 0.11286921902543 [4] => 9.5815385987352E-5 [5] => 0.056927011415054 [6] => 0.050393438359452 [7] => 0.078724647559167 [8] => -0.053257024785556 [9] => -0.11478545242706 [10] => 0.030621081920047 [11] => 0.097282623979162 [12] => -0.057777204263486 [13] => 0.0063641828854359 [14] => -0.090207686133811 [15] => -0.04417498720908 [16] => -0.034729751313222 [17] => 0.12360390931498 [18] => 0.024638234093378 [19] => 0.10212890139553 [20] => 0.1735717468728 [21] => 0.10080022845664 [22] => -0.011228883313398 [23] => -0.12082079986942 [24] => -0.22297257104611 ) [SquaredError] => Array ( [0] => 0.00042760979893851 [1] => 0.14147743495217 [2] => 0.035625396257848 [3] => 0.01273946060341 [4] => 9.1805881919053E-9 [5] => 0.0032406846286497 [6] => 0.0025394986296879 [7] => 0.0061975701333151 [8] => 0.0028363106890093 [9] => 0.013175700088885 [10] => 0.00093765065795426 [11] => 0.0094639089282711 [12] => 0.0033382053325046 [13] => 4.0502823799276E-5 [14] => 0.0081374266376161 [15] => 0.0019514294949224 [16] => 0.0012061556262783 [17] => 0.015277926397946 [18] => 0.0006070425792401 [19] => 0.010430312500257 [20] => 0.030127151312475 [21] => 0.010160686056911 [22] => 0.0001260878204659 [23] => 0.014597665681086 [24] => 0.04971676743891 ) [TotalError] => 0.41114299713519 [SumError] => 7.327471962526E-15 [SumSquaredError] => 0.37437859425114 [ErrorVariance] => 0.016277330184832 [StdErr] => 0.12758264060926 [SlopeStdErr] => 0.014154023156178 [SlopeVal] => [YIntStdErr] => 0.049539081046623 [YIntTVal] => 27.383585881078 [R] => 0.29903175494612 [RSquared] => 0.089419990466155 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.5028726178709 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.98574074105007 [1] => 1.5559404378185 [2] => 1.4853806697109 [3] => 1.37792518953 [4] => 1.4400743090176 [5] => 1.4388586594206 [6] => 1.4725077920788 [7] => 1.3458440431926 [8] => 1.2896335390096 [9] => 1.4403579968153 [10] => 1.5123374623329 [11] => 1.3625955575488 [12] => 1.4320548681563 [13] => 1.3408009225956 [14] => 1.3921515449788 [15] => 1.4069147043332 [16] => 1.5705662884199 [17] => 1.4769185366569 [18] => 1.5597271274176 [19] => 1.6364878963534 [20] => 1.5690343013957 [21] => 1.4623231130842 [22] => 1.3580491199867 [23] => 1.2612152722686 [24] => 1.168143775496 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4136633547468 [SumXX] => 81.25 [SumXY] => 0.69703328362231 [SumYY] => 0.46649785122027 [Slope] => 0.0085788711830438 [YInt] => 1.3879267411976 [PredictedY] => Array ( [0] => 1.3879267411976 [1] => 1.3900714589934 [2] => 1.3922161767891 [3] => 1.3943608945849 [4] => 1.3965056123807 [5] => 1.3986503301764 [6] => 1.4007950479722 [7] => 1.4029397657679 [8] => 1.4050844835637 [9] => 1.4072292013595 [10] => 1.4093739191552 [11] => 1.411518636951 [12] => 1.4136633547468 [13] => 1.4158080725425 [14] => 1.4179527903383 [15] => 1.420097508134 [16] => 1.4222422259298 [17] => 1.4243869437256 [18] => 1.4265316615213 [19] => 1.4286763793171 [20] => 1.4308210971128 [21] => 1.4329658149086 [22] => 1.4351105327044 [23] => 1.4372552505001 [24] => 1.4393999682959 ) [Error] => Array ( [0] => -0.40218600014754 [1] => 0.16586897882513 [2] => 0.093164492921797 [3] => -0.01643570505487 [4] => 0.043568696636969 [5] => 0.040208329244138 [6] => 0.071712744106625 [7] => -0.057095722575326 [8] => -0.11545094455406 [9] => 0.03312879545582 [10] => 0.10296354317771 [11] => -0.04892307940217 [12] => 0.018391513409524 [13] => -0.075007149946951 [14] => -0.025801245359449 [15] => -0.013182803800819 [16] => 0.14832406249015 [17] => 0.052531592931324 [18] => 0.13319546589624 [19] => 0.20781151703629 [20] => 0.1382132042829 [21] => 0.029357298175635 [22] => -0.077061412717613 [23] => -0.17603997823153 [24] => -0.27125619279992 ) [SquaredError] => Array ( [0] => 0.16175357871468 [1] => 0.027512518136492 [2] => 0.0086796227413755 [3] => 0.00027013240065068 [4] => 0.0018982313266442 [5] => 0.001616709740605 [6] => 0.0051427176673022 [7] => 0.0032599215363986 [8] => 0.013328920598425 [9] => 0.0010975170883536 [10] => 0.010601491223708 [11] => 0.002393467698191 [12] => 0.00033824776549269 [13] => 0.0056260725431644 [14] => 0.0006657042620985 [15] => 0.00017378631605089 [16] => 0.022000027513583 [17] => 0.0027595682559024 [18] => 0.017741032135318 [19] => 0.043185626612924 [20] => 0.019102889838148 [21] => 0.00086185095617316 [22] => 0.0059384613300342 [23] => 0.030990073935757 [24] => 0.073579922132309 ) [TotalError] => 0.46649785122027 [SumError] => 3.9968028886506E-15 [SumSquaredError] => 0.46051809246978 [ErrorVariance] => 0.020022525759556 [StdErr] => 0.14150097441204 [SlopeStdErr] => 0.015698123654483 [SlopeVal] => [YIntStdErr] => 0.054943432790692 [YIntTVal] => 25.261012475958 [R] => 0.1132183985747 [RSquared] => 0.012818405775821 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.54649022850534 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.5559404378185 [1] => 1.4853806697109 [2] => 1.37792518953 [3] => 1.4400743090176 [4] => 1.4388586594206 [5] => 1.4725077920788 [6] => 1.3458440431926 [7] => 1.2896335390096 [8] => 1.4403579968153 [9] => 1.5123374623329 [10] => 1.3625955575488 [11] => 1.4320548681563 [12] => 1.3408009225956 [13] => 1.3921515449788 [14] => 1.4069147043332 [15] => 1.5705662884199 [16] => 1.4769185366569 [17] => 1.5597271274176 [18] => 1.6364878963534 [19] => 1.5690343013957 [20] => 1.4623231130842 [21] => 1.3580491199867 [22] => 1.2612152722686 [23] => 1.168143775496 [24] => 1.1901635516307 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.42184026717 [SumXX] => 81.25 [SumXY] => -1.36421462024 [SumYY] => 0.33166070248076 [Slope] => -0.01679033378757 [YInt] => 1.4722112685327 [PredictedY] => Array ( [0] => 1.4722112685327 [1] => 1.4680136850858 [2] => 1.4638161016389 [3] => 1.459618518192 [4] => 1.4554209347451 [5] => 1.4512233512982 [6] => 1.4470257678513 [7] => 1.4428281844044 [8] => 1.4386306009575 [9] => 1.4344330175107 [10] => 1.4302354340638 [11] => 1.4260378506169 [12] => 1.42184026717 [13] => 1.4176426837231 [14] => 1.4134451002762 [15] => 1.4092475168293 [16] => 1.4050499333824 [17] => 1.4008523499355 [18] => 1.3966547664886 [19] => 1.3924571830417 [20] => 1.3882595995948 [21] => 1.3840620161479 [22] => 1.3798644327011 [23] => 1.3756668492542 [24] => 1.3714692658073 ) [Error] => Array ( [0] => 0.083729169285827 [1] => 0.017366984625146 [2] => -0.085890912108868 [3] => -0.019544209174376 [4] => -0.016562275324553 [5] => 0.021284440780587 [6] => -0.10118172465871 [7] => -0.15319464539479 [8] => 0.0017273958577428 [9] => 0.077904444822283 [10] => -0.06763987651494 [11] => 0.0060170175394063 [12] => -0.081039344574415 [13] => -0.02549113874426 [14] => -0.0065303959429766 [15] => 0.16131877159065 [16] => 0.071868603274474 [17] => 0.15887477748205 [18] => 0.23983312986474 [19] => 0.17657711835401 [20] => 0.074063513489398 [21] => -0.026012896161197 [22] => -0.11864916043246 [23] => -0.2075230737582 [24] => -0.18130571417656 ) [SquaredError] => Array ( [0] => 0.0070105737892947 [1] => 0.00030161215497005 [2] => 0.0073772487828932 [3] => 0.00038197611225175 [4] => 0.00027430896392629 [5] => 0.00045302741934231 [6] => 0.010237741404911 [7] => 0.023468599377636 [8] => 2.9838964493471E-6 [9] => 0.0060691025230681 [10] => 0.0045751528949564 [11] => 3.6204500069523E-5 [12] => 0.0065673753690508 [13] => 0.00064979815447911 [14] => 4.2646071172045E-5 [15] => 0.026023746067516 [16] => 0.0051650961366237 [17] => 0.02524119491997 [18] => 0.057519930180719 [19] => 0.031179478726207 [20] => 0.0054854040303942 [21] => 0.00067667076669322 [22] => 0.014077623271328 [23] => 0.043065826142052 [24] => 0.032871761993073 ) [TotalError] => 0.33166070248076 [SumError] => 4.8849813083507E-15 [SumSquaredError] => 0.30875508364905 [ErrorVariance] => 0.013424134071698 [StdErr] => 0.11586256544587 [SlopeStdErr] => 0.012853797557596 [SlopeVal] => [YIntStdErr] => 0.044988291451586 [YIntTVal] => 32.724320507192 [R] => -0.2627991804829 [RSquared] => 0.069063409262486 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.306254724515 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4853806697109 [1] => 1.37792518953 [2] => 1.4400743090176 [3] => 1.4388586594206 [4] => 1.4725077920788 [5] => 1.3458440431926 [6] => 1.2896335390096 [7] => 1.4403579968153 [8] => 1.5123374623329 [9] => 1.3625955575488 [10] => 1.4320548681563 [11] => 1.3408009225956 [12] => 1.3921515449788 [13] => 1.4069147043332 [14] => 1.5705662884199 [15] => 1.4769185366569 [16] => 1.5597271274176 [17] => 1.6364878963534 [18] => 1.5690343013957 [19] => 1.4623231130842 [20] => 1.3580491199867 [21] => 1.2612152722686 [22] => 1.168143775496 [23] => 1.1901635516307 [24] => 1.3270931670485 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4126863763392 [SumXX] => 81.25 [SumXY] => -1.2126303659967 [SumYY] => 0.32056001676066 [Slope] => -0.014924681427651 [YInt] => 1.4574604206221 [PredictedY] => Array ( [0] => 1.4574604206221 [1] => 1.4537292502652 [2] => 1.4499980799083 [3] => 1.4462669095514 [4] => 1.4425357391945 [5] => 1.4388045688376 [6] => 1.4350733984807 [7] => 1.4313422281237 [8] => 1.4276110577668 [9] => 1.4238798874099 [10] => 1.420148717053 [11] => 1.4164175466961 [12] => 1.4126863763392 [13] => 1.4089552059823 [14] => 1.4052240356254 [15] => 1.4014928652684 [16] => 1.3977616949115 [17] => 1.3940305245546 [18] => 1.3902993541977 [19] => 1.3865681838408 [20] => 1.3828370134839 [21] => 1.379105843127 [22] => 1.37537467277 [23] => 1.3716435024131 [24] => 1.3679123320562 ) [Error] => Array ( [0] => 0.027920249088808 [1] => -0.075804060735185 [2] => -0.0099237708906728 [3] => -0.0074082501308295 [4] => 0.029972052884331 [5] => -0.092960525644946 [6] => -0.14543985947101 [7] => 0.009015768691548 [8] => 0.084726404566108 [9] => -0.061284329861094 [10] => 0.011906151103273 [11] => -0.075616624100528 [12] => -0.020534831360353 [13] => -0.0020405016490486 [14] => 0.1653422527946 [15] => 0.075425671388442 [16] => 0.16196543250604 [17] => 0.24245737179875 [18] => 0.17873494719804 [19] => 0.075754929243449 [20] => -0.024787893497126 [21] => -0.11789057085837 [22] => -0.20723089727409 [23] => -0.18147995078243 [24] => -0.040819165007709 ) [SquaredError] => Array ( [0] => 0.00077954030918107 [1] => 0.0057462556239436 [2] => 9.8481228690564E-5 [3] => 5.4882170000935E-5 [4] => 0.00089832395410112 [5] => 0.0086416593281847 [6] => 0.021152752722946 [7] => 8.1284085099497E-5 [8] => 0.0071785636306998 [9] => 0.0037557690865234 [10] => 0.00014175643409396 [11] => 0.0057178738403606 [12] => 0.00042167929899812 [13] => 4.1636469797699E-6 [14] => 0.027338060559193 [15] => 0.0056890319043973 [16] => 0.026232801326867 [17] => 0.058785577139559 [18] => 0.031946181349887 [19] => 0.0057388093046799 [20] => 0.00061443966402485 [21] => 0.013898186697312 [22] => 0.042944644785024 [23] => 0.032934972535993 [24] => 0.0016662042319266 ) [TotalError] => 0.32056001676066 [SumError] => 3.1086244689504E-15 [SumSquaredError] => 0.30246189485867 [ErrorVariance] => 0.013150517167768 [StdErr] => 0.11467570434825 [SlopeStdErr] => 0.012722127140849 [SlopeVal] => [YIntStdErr] => 0.04452744499297 [YIntTVal] => 32.731732549492 [R] => -0.23760855790514 [RSquared] => 0.056457826789761 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.1731278317233 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.37792518953 [1] => 1.4400743090176 [2] => 1.4388586594206 [3] => 1.4725077920788 [4] => 1.3458440431926 [5] => 1.2896335390096 [6] => 1.4403579968153 [7] => 1.5123374623329 [8] => 1.3625955575488 [9] => 1.4320548681563 [10] => 1.3408009225956 [11] => 1.3921515449788 [12] => 1.4069147043332 [13] => 1.5705662884199 [14] => 1.4769185366569 [15] => 1.5597271274176 [16] => 1.6364878963534 [17] => 1.5690343013957 [18] => 1.4623231130842 [19] => 1.3580491199867 [20] => 1.2612152722686 [21] => 1.168143775496 [22] => 1.1901635516307 [23] => 1.3270931670485 [24] => 1.357458385645 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4075694849765 [SumXX] => 81.25 [SumXY] => -1.1420578846209 [SumYY] => 0.31767112299753 [Slope] => -0.014056097041488 [YInt] => 1.449737776101 [PredictedY] => Array ( [0] => 1.449737776101 [1] => 1.4462237518406 [2] => 1.4427097275803 [3] => 1.4391957033199 [4] => 1.4356816790595 [5] => 1.4321676547991 [6] => 1.4286536305388 [7] => 1.4251396062784 [8] => 1.421625582018 [9] => 1.4181115577577 [10] => 1.4145975334973 [11] => 1.4110835092369 [12] => 1.4075694849765 [13] => 1.4040554607162 [14] => 1.4005414364558 [15] => 1.3970274121954 [16] => 1.3935133879351 [17] => 1.3899993636747 [18] => 1.3864853394143 [19] => 1.3829713151539 [20] => 1.3794572908936 [21] => 1.3759432666332 [22] => 1.3724292423728 [23] => 1.3689152181124 [24] => 1.3654011938521 ) [Error] => Array ( [0] => -0.071812586570971 [1] => -0.0061494428229993 [2] => -0.003851068159697 [3] => 0.033312088758922 [4] => -0.089837635866896 [5] => -0.1425341157895 [6] => 0.011704366276517 [7] => 0.087197856054536 [8] => -0.059030024469208 [9] => 0.013943310398619 [10] => -0.073796610901723 [11] => -0.018931964258089 [12] => -0.00065478064332569 [13] => 0.16651082770378 [14] => 0.076377100201084 [15] => 0.16269971522214 [16] => 0.24297450841831 [17] => 0.17903493772106 [18] => 0.075837773669926 [19] => -0.024922195167189 [20] => -0.11824201862497 [21] => -0.20779949113723 [22] => -0.18226569074212 [23] => -0.041822051063936 [24] => -0.0079428082070414 ) [SquaredError] => Array ( [0] => 0.0051570475900132 [1] => 3.7815647033338E-5 [2] => 1.4830725970632E-5 [3] => 0.0011096952574823 [4] => 0.008070800818153 [5] => 0.020315974163894 [6] => 0.00013699218993486 [7] => 0.0076034661005076 [8] => 0.0034845437888353 [9] => 0.00019441590487223 [10] => 0.0054459397805804 [11] => 0.00035841927066955 [12] => 4.2873769087401E-7 [13] => 0.027725855742598 [14] => 0.0058334614351264 [15] => 0.026471197333364 [16] => 0.059036611741121 [17] => 0.032053508924784 [18] => 0.0057513679152109 [19] => 0.00062111581195147 [20] => 0.013981174968508 [21] => 0.043180628516894 [22] => 0.033220782021701 [23] => 0.0017490839551945 [24] => 6.3088202213844E-5 ) [TotalError] => 0.31767112299753 [SumError] => -3.1086244689504E-15 [SumSquaredError] => 0.3016182465443 [ErrorVariance] => 0.013113836806274 [StdErr] => 0.11451566183834 [SlopeStdErr] => 0.012704372018518 [SlopeVal] => [YIntStdErr] => 0.044465302064814 [YIntTVal] => 32.60379911482 [R] => -0.22479547375395 [RSquared] => 0.050533005020263 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.1063984131604 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4400743090176 [1] => 1.4388586594206 [2] => 1.4725077920788 [3] => 1.3458440431926 [4] => 1.2896335390096 [5] => 1.4403579968153 [6] => 1.5123374623329 [7] => 1.3625955575488 [8] => 1.4320548681563 [9] => 1.3408009225956 [10] => 1.3921515449788 [11] => 1.4069147043332 [12] => 1.5705662884199 [13] => 1.4769185366569 [14] => 1.5597271274176 [15] => 1.6364878963534 [16] => 1.5690343013957 [17] => 1.4623231130842 [18] => 1.3580491199867 [19] => 1.2612152722686 [20] => 1.168143775496 [21] => 1.1901635516307 [22] => 1.3270931670485 [23] => 1.357458385645 [24] => 1.2075266554633 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.4007535436139 [SumXX] => 81.25 [SumXY] => -1.8385303333616 [SumYY] => 0.35564804596818 [Slope] => -0.022628065641374 [YInt] => 1.468637740538 [PredictedY] => Array ( [0] => 1.468637740538 [1] => 1.4629807241277 [2] => 1.4573237077173 [3] => 1.451666691307 [4] => 1.4460096748966 [5] => 1.4403526584863 [6] => 1.4346956420759 [7] => 1.4290386256656 [8] => 1.4233816092552 [9] => 1.4177245928449 [10] => 1.4120675764346 [11] => 1.4064105600242 [12] => 1.4007535436139 [13] => 1.3950965272035 [14] => 1.3894395107932 [15] => 1.3837824943828 [16] => 1.3781254779725 [17] => 1.3724684615622 [18] => 1.3668114451518 [19] => 1.3611544287415 [20] => 1.3554974123311 [21] => 1.3498403959208 [22] => 1.3441833795104 [23] => 1.3385263631001 [24] => 1.3328693466897 ) [Error] => Array ( [0] => -0.028563431520362 [1] => -0.024122064707089 [2] => 0.015184084361502 [3] => -0.10582264811434 [4] => -0.15637613588697 [5] => 5.3383290115061E-6 [6] => 0.077641820257002 [7] => -0.06644306811677 [8] => 0.0086732589010283 [9] => -0.076923670249342 [10] => -0.019916031455736 [11] => 0.00050414430899881 [12] => 0.16981274480608 [13] => 0.081822009453351 [14] => 0.17028761662438 [15] => 0.25270540197052 [16] => 0.19090882342324 [17] => 0.08985465152208 [18] => -0.0087623251650637 [19] => -0.099939156472875 [20] => -0.18735363683517 [21] => -0.15967684429008 [22] => -0.017090212461925 [23] => 0.018932022544942 [24] => -0.12534269122642 ) [SquaredError] => Array ( [0] => 0.00081586962021843 [1] => 0.00058187400573297 [2] => 0.00023055641789722 [3] => 0.011198432853932 [4] => 0.024453495874942 [5] => 2.8497756635088E-11 [6] => 0.0060282522528207 [7] => 0.0044146813007697 [8] => 7.5225419964267E-5 [9] => 0.0059172510446295 [10] => 0.00039664830894586 [11] => 2.5416148429589E-7 [12] => 0.028836368298573 [13] => 0.0066948412309843 [14] => 0.02899787237561 [15] => 0.063860020185084 [16] => 0.036446178860847 [17] => 0.0080738584001544 [18] => 7.6778342298309E-5 [19] => 0.0099878349965099 [20] => 0.035101385235363 [21] => 0.025496694602437 [22] => 0.00029207536199372 [23] => 0.0003584214776422 [24] => 0.015710790243881 ) [TotalError] => 0.35564804596818 [SumError] => -1.9984014443253E-15 [SumSquaredError] => 0.31404566090121 [ErrorVariance] => 0.013654159169618 [StdErr] => 0.11685101270258 [SlopeStdErr] => 0.012963455935047 [SlopeVal] => [YIntStdErr] => 0.045372095772666 [YIntTVal] => 32.36874372955 [R] => -0.34201795134897 [RSquared] => 0.11697627904495 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.7455272540556 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4388586594206 [1] => 1.4725077920788 [2] => 1.3458440431926 [3] => 1.2896335390096 [4] => 1.4403579968153 [5] => 1.5123374623329 [6] => 1.3625955575488 [7] => 1.4320548681563 [8] => 1.3408009225956 [9] => 1.3921515449788 [10] => 1.4069147043332 [11] => 1.5705662884199 [12] => 1.4769185366569 [13] => 1.5597271274176 [14] => 1.6364878963534 [15] => 1.5690343013957 [16] => 1.4623231130842 [17] => 1.3580491199867 [18] => 1.2612152722686 [19] => 1.168143775496 [20] => 1.1901635516307 [21] => 1.3270931670485 [22] => 1.357458385645 [23] => 1.2075266554633 [24] => 1.1620862402409 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3896340208628 [SumXX] => 81.25 [SumXY] => -2.4267397559185 [SumYY] => 0.4079729104203 [Slope] => -0.029867566226689 [YInt] => 1.4792367195429 [PredictedY] => Array ( [0] => 1.4792367195429 [1] => 1.4717698279862 [2] => 1.4643029364295 [3] => 1.4568360448729 [4] => 1.4493691533162 [5] => 1.4419022617595 [6] => 1.4344353702028 [7] => 1.4269684786462 [8] => 1.4195015870895 [9] => 1.4120346955328 [10] => 1.4045678039761 [11] => 1.3971009124195 [12] => 1.3896340208628 [13] => 1.3821671293061 [14] => 1.3747002377495 [15] => 1.3672333461928 [16] => 1.3597664546361 [17] => 1.3522995630794 [18] => 1.3448326715228 [19] => 1.3373657799661 [20] => 1.3298988884094 [21] => 1.3224319968528 [22] => 1.3149651052961 [23] => 1.3074982137394 [24] => 1.3000313221827 ) [Error] => Array ( [0] => -0.040378060122306 [1] => 0.00073796409261395 [2] => -0.1184588932369 [3] => -0.16720250586321 [4] => -0.009011156500891 [5] => 0.070435200573429 [6] => -0.071839812654015 [7] => 0.0050863895101121 [8] => -0.07870066449393 [9] => -0.019883150553994 [10] => 0.0023469003570689 [11] => 0.17346537600047 [12] => 0.087284515794078 [13] => 0.17755999811143 [14] => 0.26178765860391 [15] => 0.20180095520296 [16] => 0.10255665844812 [17] => 0.0057495569073074 [18] => -0.083617399254176 [19] => -0.16922200447014 [20] => -0.13973533677872 [21] => 0.0046611701957613 [22] => 0.042493280348957 [23] => -0.099971558276073 [24] => -0.13794508194188 ) [SquaredError] => Array ( [0] => 0.0016303877392405 [1] => 5.4459100198753E-7 [2] => 0.014032509386912 [3] => 0.027956677966935 [4] => 8.120094148355E-5 [5] => 0.0049611174798191 [6] => 0.0051609586821639 [7] => 2.5871358248578E-5 [8] => 0.0061937945917861 [9] => 0.00039533967595281 [10] => 5.5079412860099E-6 [11] => 0.030090236670986 [12] => 0.0076185866974067 [13] => 0.031527552929332 [14] => 0.068532778197317 [15] => 0.040723625520826 [16] => 0.010517868192045 [17] => 3.3057404630366E-5 [18] => 0.0069918694580322 [19] => 0.028636086796891 [20] => 0.019525964344662 [21] => 2.1726507593853E-5 [22] => 0.001805678874815 [23] => 0.0099943124641462 [24] => 0.019028845631952 ) [TotalError] => 0.4079729104203 [SumError] => -6.2172489379009E-15 [SumSquaredError] => 0.33549210004546 [ErrorVariance] => 0.014586613045455 [StdErr] => 0.1207750514198 [SlopeStdErr] => 0.013398788944335 [SlopeVal] => [YIntStdErr] => 0.046895761305172 [YIntTVal] => 31.543079339661 [R] => -0.4214983285977 [RSquared] => 0.17766084101065 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.2291243149492 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4725077920788 [1] => 1.3458440431926 [2] => 1.2896335390096 [3] => 1.4403579968153 [4] => 1.5123374623329 [5] => 1.3625955575488 [6] => 1.4320548681563 [7] => 1.3408009225956 [8] => 1.3921515449788 [9] => 1.4069147043332 [10] => 1.5705662884199 [11] => 1.4769185366569 [12] => 1.5597271274176 [13] => 1.6364878963534 [14] => 1.5690343013957 [15] => 1.4623231130842 [16] => 1.3580491199867 [17] => 1.2612152722686 [18] => 1.168143775496 [19] => 1.1901635516307 [20] => 1.3270931670485 [21] => 1.357458385645 [22] => 1.2075266554633 [23] => 1.1620862402409 [24] => 1.1813575920285 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3793339781671 [SumXX] => 81.25 [SumXY] => -2.8915889671088 [SumYY] => 0.44627664419882 [Slope] => -0.035588787287493 [YInt] => 1.4861003400296 [PredictedY] => Array ( [0] => 1.4861003400296 [1] => 1.4772031432077 [2] => 1.4683059463858 [3] => 1.459408749564 [4] => 1.4505115527421 [5] => 1.4416143559202 [6] => 1.4327171590984 [7] => 1.4238199622765 [8] => 1.4149227654546 [9] => 1.4060255686327 [10] => 1.3971283718109 [11] => 1.388231174989 [12] => 1.3793339781671 [13] => 1.3704367813452 [14] => 1.3615395845234 [15] => 1.3526423877015 [16] => 1.3437451908796 [17] => 1.3348479940577 [18] => 1.3259507972359 [19] => 1.317053600414 [20] => 1.3081564035921 [21] => 1.2992592067703 [22] => 1.2903620099484 [23] => 1.2814648131265 [24] => 1.2725676163046 ) [Error] => Array ( [0] => -0.013592547950785 [1] => -0.1313591000151 [2] => -0.1786724073762 [3] => -0.019050752748687 [4] => 0.061825909590834 [5] => -0.079018798371409 [6] => -0.00066229094208126 [7] => -0.083019039680922 [8] => -0.022771220475786 [9] => 0.00088913570047855 [10] => 0.17343791660909 [11] => 0.08868736166789 [12] => 0.18039314925044 [13] => 0.26605111500812 [14] => 0.20749471687237 [15] => 0.10968072538274 [16] => 0.014303929107124 [17] => -0.073632721789158 [18] => -0.15780702173992 [19] => -0.1268900487833 [20] => 0.018936763456382 [21] => 0.058199178874779 [22] => -0.08283535448505 [23] => -0.11937857288566 [24] => -0.091210024276187 ) [SquaredError] => Array ( [0] => 0.0001847573597944 [1] => 0.017255213156778 [2] => 0.031923829157608 [3] => 0.00036293118029161 [4] => 0.0038224430967339 [5] => 0.0062439704960614 [6] => 4.3862929196288E-7 [7] => 0.0068921609495425 [8] => 0.00051852848195684 [9] => 7.9056229386548E-7 [10] => 0.0300807109177 [11] => 0.0078654481196112 [12] => 0.032541688296493 [13] => 0.070783195797065 [14] => 0.043054057529946 [15] => 0.012029861520484 [16] => 0.00020460238790163 [17] => 0.0054217777180795 [18] => 0.024903056110423 [19] => 0.016101084480228 [20] => 0.00035860101020297 [21] => 0.0033871444216985 [22] => 0.0068616959526639 [23] => 0.014251243664216 [24] => 0.0083192685284627 ) [TotalError] => 0.44627664419882 [SumError] => 6.2172489379009E-15 [SumSquaredError] => 0.34336849952553 [ErrorVariance] => 0.014929065196762 [StdErr] => 0.1221845538387 [SlopeStdErr] => 0.013555159198004 [SlopeVal] => [YIntStdErr] => 0.047443057193013 [YIntTVal] => 31.323873880717 [R] => -0.48020070667294 [RSquared] => 0.23059271868919 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.6254791085548 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.362501323929 [1] => 1.1959826306884 [2] => 1.1079896422675 [3] => -0.03810452633215 [4] => 1.3405036031605 [5] => 1.1153441958714 [6] => 1.196949540974 [7] => 1.4953778029441 [8] => 1.1948749479304 [9] => 1.2353516631774 [10] => 1.130333768495 [11] => 1.3143307825209 [12] => 1.3350765973144 [13] => 1.4308004246242 [14] => 1.1268130100416 [15] => 1.0035036147425 [16] => 1.0520780304842 [17] => 0.92043640655076 [18] => 0.77495468908014 [19] => 0.82840207849159 [20] => 1.0358298252528 [21] => 1.0421027680373 [22] => 0.8342935124427 [23] => 0.71138537909845 [24] => 0.83244504117411 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0631822701184 [SumXX] => 81.25 [SumXY] => -3.9290764094034 [SumYY] => 2.3269128448936 [Slope] => -0.048357863500349 [YInt] => 1.2082558606195 [PredictedY] => Array ( [0] => 1.2082558606195 [1] => 1.1961663947444 [2] => 1.1840769288693 [3] => 1.1719874629942 [4] => 1.1598979971191 [5] => 1.1478085312441 [6] => 1.135719065369 [7] => 1.1236295994939 [8] => 1.1115401336188 [9] => 1.0994506677437 [10] => 1.0873612018686 [11] => 1.0752717359935 [12] => 1.0631822701184 [13] => 1.0510928042434 [14] => 1.0390033383683 [15] => 1.0269138724932 [16] => 1.0148244066181 [17] => 1.002734940743 [18] => 0.99064547486792 [19] => 0.97855600899283 [20] => 0.96646654311774 [21] => 0.95437707724266 [22] => 0.94228761136757 [23] => 0.93019814549248 [24] => 0.9181086796174 ) [Error] => Array ( [0] => 0.15424546330952 [1] => -0.00018376405604625 [2] => -0.076087286601805 [3] => -1.2100919893264 [4] => 0.18060560604131 [5] => -0.032464335372614 [6] => 0.061230475605029 [7] => 0.37174820345019 [8] => 0.083334814311585 [9] => 0.13590099543371 [10] => 0.042972566626388 [11] => 0.23905904652734 [12] => 0.27189432719596 [13] => 0.37970762038082 [14] => 0.087809671673284 [15] => -0.023410257750645 [16] => 0.037253623866075 [17] => -0.082298534192248 [18] => -0.21569078578778 [19] => -0.15015393050124 [20] => 0.069363282135083 [21] => 0.087725690794645 [22] => -0.10799409892487 [23] => -0.21881276639403 [24] => -0.085663638443284 ) [SquaredError] => Array ( [0] => 0.023791662951569 [1] => 3.3769228294571E-8 [2] => 0.0057892751824252 [3] => 1.4643226226319 [4] => 0.032618384933548 [5] => 0.0010539330711856 [6] => 0.0037491711428181 [7] => 0.13819672676845 [8] => 0.0069446912763464 [9] => 0.018469080559872 [10] => 0.0018466414824593 [11] => 0.05714922772656 [12] => 0.073926525161345 [13] => 0.14417787697527 [14] => 0.0077105384393699 [15] => 0.00054804016795163 [16] => 0.001387832491155 [17] => 0.0067730487301926 [18] => 0.04652251507375 [19] => 0.022546202844971 [20] => 0.0048112649085512 [21] => 0.0076957968253977 [22] => 0.011662725402595 [23] => 0.047879026737009 [24] => 0.0073382589513417 ) [TotalError] => 2.3269128448936 [SumError] => -2.9976021664879E-15 [SumSquaredError] => 2.1369111042052 [ErrorVariance] => 0.092909178443706 [StdErr] => 0.30481006945917 [SlopeStdErr] => 0.033815641068086 [SlopeVal] => [YIntStdErr] => 0.1183547437383 [YIntTVal] => 10.208765804023 [R] => -0.28575163985234 [RSquared] => 0.081653999678299 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.4300442627417 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3458440431926 [1] => 1.2896335390096 [2] => 1.4403579968153 [3] => 1.5123374623329 [4] => 1.3625955575488 [5] => 1.4320548681563 [6] => 1.3408009225956 [7] => 1.3921515449788 [8] => 1.4069147043332 [9] => 1.5705662884199 [10] => 1.4769185366569 [11] => 1.5597271274176 [12] => 1.6364878963534 [13] => 1.5690343013957 [14] => 1.4623231130842 [15] => 1.3580491199867 [16] => 1.2612152722686 [17] => 1.168143775496 [18] => 1.1901635516307 [19] => 1.3270931670485 [20] => 1.357458385645 [21] => 1.2075266554633 [22] => 1.1620862402409 [23] => 1.1813575920285 [24] => 1.1463451286505 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.36628747163 [SumXX] => 81.25 [SumXY] => -3.2877406204457 [SumYY] => 0.48762380527848 [Slope] => -0.040464499943948 [YInt] => 1.4876809714618 [PredictedY] => Array ( [0] => 1.4876809714618 [1] => 1.4775648464758 [2] => 1.4674487214899 [3] => 1.4573325965039 [4] => 1.4472164715179 [5] => 1.4371003465319 [6] => 1.4269842215459 [7] => 1.4168680965599 [8] => 1.4067519715739 [9] => 1.3966358465879 [10] => 1.386519721602 [11] => 1.376403596616 [12] => 1.36628747163 [13] => 1.356171346644 [14] => 1.346055221658 [15] => 1.335939096672 [16] => 1.325822971686 [17] => 1.3157068467 [18] => 1.3055907217141 [19] => 1.2954745967281 [20] => 1.2853584717421 [21] => 1.2752423467561 [22] => 1.2651262217701 [23] => 1.2550100967841 [24] => 1.2448939717981 ) [Error] => Array ( [0] => -0.14183692826921 [1] => -0.18793130746619 [2] => -0.027090724674564 [3] => 0.05500486582907 [4] => -0.084620913969058 [5] => -0.0050454783756169 [6] => -0.086183298950344 [7] => -0.024716551581094 [8] => 0.00016273275928369 [9] => 0.173930441832 [10] => 0.090398815054923 [11] => 0.18332353080159 [12] => 0.27020042472338 [13] => 0.21286295475175 [14] => 0.11626789142623 [15] => 0.022110023314725 [16] => -0.064607699417443 [17] => -0.14756307120409 [18] => -0.11542717008336 [19] => 0.031618570320438 [20] => 0.072099913902948 [21] => -0.067715691292767 [22] => -0.10303998152926 [23] => -0.073652504755677 [24] => -0.098548843147672 ) [SquaredError] => Array ( [0] => 0.020117714220844 [1] => 0.035318176325953 [2] => 0.00073390736339303 [3] => 0.003025535264874 [4] => 0.0071606990809587 [5] => 2.5456852038817E-5 [6] => 0.0074275610179644 [7] => 0.00061090792206088 [8] => 2.6481950944083E-8 [9] => 0.030251798595876 [10] => 0.0081719457633341 [11] => 0.033607516945562 [12] => 0.073008269520696 [13] => 0.045310637505644 [14] => 0.0135182225767 [15] => 0.00048885313097769 [16] => 0.0041741548240147 [17] => 0.021774859983183 [18] => 0.013323431593452 [19] => 0.00099973398910848 [20] => 0.0051983975848125 [21] => 0.0045854148472573 [22] => 0.01061723779355 [23] => 0.005424691456785 [24] => 0.0097118744857445 ) [TotalError] => 0.48762380527848 [SumError] => -4.6629367034257E-15 [SumSquaredError] => 0.35458702512674 [ErrorVariance] => 0.015416827179423 [StdErr] => 0.12416451658756 [SlopeStdErr] => 0.013774816343066 [SlopeVal] => [YIntStdErr] => 0.048211857200733 [YIntTVal] => 30.85715958354 [R] => -0.5223281270886 [RSquared] => 0.27282667234789 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -2.9375709219031 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.1959826306884 [1] => 1.1079896422675 [2] => -0.03810452633215 [3] => 1.3405036031605 [4] => 1.1153441958714 [5] => 1.196949540974 [6] => 1.4953778029441 [7] => 1.1948749479304 [8] => 1.2353516631774 [9] => 1.130333768495 [10] => 1.3143307825209 [11] => 1.3350765973144 [12] => 1.4308004246242 [13] => 1.1268130100416 [14] => 1.0035036147425 [15] => 1.0520780304842 [16] => 0.92043640655076 [17] => 0.77495468908014 [18] => 0.82840207849159 [19] => 1.0358298252528 [20] => 1.0421027680373 [21] => 0.8342935124427 [22] => 0.71138537909845 [23] => 0.83244504117411 [24] => 0.51507867507592 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0292853641643 [SumXX] => 81.25 [SumXY] => -4.6006002696466 [SumYY] => 2.5090134939865 [Slope] => -0.056622772549497 [YInt] => 1.1991536818128 [PredictedY] => Array ( [0] => 1.1991536818128 [1] => 1.1849979886754 [2] => 1.1708422955381 [3] => 1.1566866024007 [4] => 1.1425309092633 [5] => 1.1283752161259 [6] => 1.1142195229886 [7] => 1.1000638298512 [8] => 1.0859081367138 [9] => 1.0717524435764 [10] => 1.0575967504391 [11] => 1.0434410573017 [12] => 1.0292853641643 [13] => 1.0151296710269 [14] => 1.0009739778896 [15] => 0.9868182847522 [16] => 0.97266259161482 [17] => 0.95850689847745 [18] => 0.94435120534008 [19] => 0.9301955122027 [20] => 0.91603981906533 [21] => 0.90188412592795 [22] => 0.88772843279058 [23] => 0.8735727396532 [24] => 0.85941704651583 ) [Error] => Array ( [0] => -0.003171051124452 [1] => -0.077008346407924 [2] => -1.2089468218702 [3] => 0.18381700075976 [4] => -0.027186713391873 [5] => 0.068574324848058 [6] => 0.38115827995551 [7] => 0.094811118079187 [8] => 0.1494435264636 [9] => 0.058581324918563 [10] => 0.2567340320818 [11] => 0.29163554001271 [12] => 0.40151506045986 [13] => 0.11168333901461 [14] => 0.0025296368529646 [15] => 0.065259745731971 [16] => -0.052226185064065 [17] => -0.18355220939731 [18] => -0.11594912684848 [19] => 0.10563431305013 [20] => 0.12606294897198 [21] => -0.067590613485257 [22] => -0.17634305369213 [23] => -0.041127698479093 [24] => -0.34433837143991 ) [SquaredError] => Array ( [0] => 1.0055565233889E-5 [1] => 0.0059302854164828 [2] => 1.4615524181101 [3] => 0.033788689768314 [4] => 0.00073911738505184 [5] => 0.0047024380283669 [6] => 0.14528163437864 [7] => 0.0089891481114256 [8] => 0.022333367601875 [9] => 0.0034317716292143 [10] => 0.065912363228979 [11] => 0.085051288198506 [12] => 0.16121434377609 [13] => 0.012473168213452 [14] => 6.3990626078766E-6 [15] => 0.0042588344130016 [16] => 0.0027275744063459 [17] => 0.033691413574634 [18] => 0.013444200016925 [19] => 0.011158608093572 [20] => 0.015891867103511 [21] => 0.0045684910313134 [22] => 0.031096872585464 [23] => 0.0016914875821872 [24] => 0.11856891404589 ) [TotalError] => 2.5090134939865 [SumError] => -8.9928064994638E-15 [SumSquaredError] => 2.2485147513272 [ErrorVariance] => 0.097761510927268 [StdErr] => 0.31266837212495 [SlopeStdErr] => 0.034687441474227 [SlopeVal] => [YIntStdErr] => 0.12140604515979 [YIntTVal] => 9.8772155886842 [R] => -0.32221912739589 [RSquared] => 0.10382516605977 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.6323709718276 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.2896335390096 [1] => 1.4403579968153 [2] => 1.5123374623329 [3] => 1.3625955575488 [4] => 1.4320548681563 [5] => 1.3408009225956 [6] => 1.3921515449788 [7] => 1.4069147043332 [8] => 1.5705662884199 [9] => 1.4769185366569 [10] => 1.5597271274176 [11] => 1.6364878963534 [12] => 1.5690343013957 [13] => 1.4623231130842 [14] => 1.3580491199867 [15] => 1.2612152722686 [16] => 1.168143775496 [17] => 1.1901635516307 [18] => 1.3270931670485 [19] => 1.357458385645 [20] => 1.2075266554633 [21] => 1.1620862402409 [22] => 1.1813575920285 [23] => 1.1463451286505 [24] => 1.0479754052791 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3543727261134 [SumXX] => 81.25 [SumXY] => -4.3091179619199 [SumYY] => 0.58497941407868 [Slope] => -0.05303529799286 [YInt] => 1.513478620092 [PredictedY] => Array ( [0] => 1.513478620092 [1] => 1.5002197955938 [2] => 1.4869609710956 [3] => 1.4737021465974 [4] => 1.4604433220992 [5] => 1.4471844976009 [6] => 1.4339256731027 [7] => 1.4206668486045 [8] => 1.4074080241063 [9] => 1.3941491996081 [10] => 1.3808903751099 [11] => 1.3676315506117 [12] => 1.3543727261134 [13] => 1.3411139016152 [14] => 1.327855077117 [15] => 1.3145962526188 [16] => 1.3013374281206 [17] => 1.2880786036224 [18] => 1.2748197791242 [19] => 1.2615609546259 [20] => 1.2483021301277 [21] => 1.2350433056295 [22] => 1.2217844811313 [23] => 1.2085256566331 [24] => 1.1952668321349 ) [Error] => Array ( [0] => -0.22384508108238 [1] => -0.059861798778518 [2] => 0.025376491237344 [3] => -0.11110658904856 [4] => -0.028388453942887 [5] => -0.10638357500539 [6] => -0.041774128123908 [7] => -0.013752144271302 [8] => 0.16315826431365 [9] => 0.082769337048793 [10] => 0.17883675230769 [11] => 0.26885634574171 [12] => 0.2146615752823 [13] => 0.12120921146901 [14] => 0.030194042869736 [15] => -0.053380980350204 [16] => -0.13319365262462 [17] => -0.097915051991661 [18] => 0.052273387924361 [19] => 0.095897431019099 [20] => -0.040775474664387 [21] => -0.072957065388652 [22] => -0.040426889102842 [23] => -0.062180527982609 [24] => -0.14729142685578 ) [SquaredError] => Array ( [0] => 0.050106620324775 [1] => 0.0035834349529998 [2] => 0.00064396630751902 [3] => 0.012344674130005 [4] => 0.0008059043172674 [5] => 0.011317465030927 [6] => 0.0017450777805127 [7] => 0.0001891214720587 [8] => 0.026620619213842 [9] => 0.0068507631554968 [10] => 0.031982583975962 [11] => 0.072283734645586 [12] => 0.046079591902679 [13] => 0.014691672944939 [14] => 0.00091168022481946 [15] => 0.0028495290631489 [16] => 0.017740549099489 [17] => 0.0095873574065298 [18] => 0.0027325070850907 [19] => 0.0091963172760629 [20] => 0.0016626393341061 [21] => 0.0053227333901241 [22] => 0.0016343333625335 [23] => 0.003866418060196 [24] => 0.02169476442521 ) [TotalError] => 0.58497941407868 [SumError] => 1.9984014443253E-15 [SumSquaredError] => 0.35644405888188 [ErrorVariance] => 0.015497567777473 [StdErr] => 0.12448922755593 [SlopeStdErr] => 0.013810839790641 [SlopeVal] => [YIntStdErr] => 0.048337939267242 [YIntTVal] => 31.310367033327 [R] => -0.62503797840115 [RSquared] => 0.3906724744438 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -3.8401211509818 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4403579968153 [1] => 1.5123374623329 [2] => 1.3625955575488 [3] => 1.4320548681563 [4] => 1.3408009225956 [5] => 1.3921515449788 [6] => 1.4069147043332 [7] => 1.5705662884199 [8] => 1.4769185366569 [9] => 1.5597271274176 [10] => 1.6364878963534 [11] => 1.5690343013957 [12] => 1.4623231130842 [13] => 1.3580491199867 [14] => 1.2612152722686 [15] => 1.168143775496 [16] => 1.1901635516307 [17] => 1.3270931670485 [18] => 1.357458385645 [19] => 1.2075266554633 [20] => 1.1620862402409 [21] => 1.1813575920285 [22] => 1.1463451286505 [23] => 1.0479754052791 [24] => 0.78710609303657 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3342716282745 [SumXX] => 81.25 [SumXY] => -6.2213202192378 [SumYY] => 0.89247833137594 [Slope] => -0.076570095006004 [YInt] => 1.5639819132925 [PredictedY] => Array ( [0] => 1.5639819132925 [1] => 1.544839389541 [2] => 1.5256968657895 [3] => 1.506554342038 [4] => 1.4874118182865 [5] => 1.468269294535 [6] => 1.4491267707835 [7] => 1.429984247032 [8] => 1.4108417232805 [9] => 1.391699199529 [10] => 1.3725566757775 [11] => 1.353414152026 [12] => 1.3342716282745 [13] => 1.315129104523 [14] => 1.2959865807715 [15] => 1.27684405702 [16] => 1.2577015332685 [17] => 1.238559009517 [18] => 1.2194164857655 [19] => 1.200273962014 [20] => 1.1811314382625 [21] => 1.161988914511 [22] => 1.1428463907595 [23] => 1.123703867008 [24] => 1.1045613432565 ) [Error] => Array ( [0] => -0.12362391647724 [1] => -0.032501927208094 [2] => -0.16310130824071 [3] => -0.074499473881753 [4] => -0.14661089569097 [5] => -0.076117749556202 [6] => -0.04221206645031 [7] => 0.14058204138792 [8] => 0.066076813376357 [9] => 0.16802792788854 [10] => 0.26393122057584 [11] => 0.21562014936972 [12] => 0.12805148480972 [13] => 0.04292001546373 [14] => -0.034771308502924 [15] => -0.10870028152406 [16] => -0.06753798163781 [17] => 0.088534157531499 [18] => 0.13804189987952 [19] => 0.0072526934493224 [20] => -0.019045198021656 [21] => 0.01936867751744 [22] => 0.0034987378909592 [23] => -0.075728461728922 [24] => -0.31745525021994 ) [SquaredError] => Array ( [0] => 0.015282872725172 [1] => 0.0010563752722402 [2] => 0.026602036749831 [3] => 0.005550171608658 [4] => 0.021494754735307 [5] => 0.0057939117975007 [6] => 0.0017818585540054 [7] => 0.019763310360796 [8] => 0.0043661452659739 [9] => 0.028233384550516 [10] => 0.069659689194655 [11] => 0.046492048814222 [12] => 0.016397182761973 [13] => 0.0018421277274068 [14] => 0.0012090438950055 [15] => 0.011815751203409 [16] => 0.0045613789637091 [17] => 0.0078382970498122 [18] => 0.019055566122348 [19] => 5.2601562269845E-5 [20] => 0.0003627195676841 [21] => 0.00037514566877459 [22] => 1.2241166829634E-5 [23] => 0.0057347999158288 [24] => 0.1007778358922 ) [TotalError] => 0.89247833137594 [SumError] => -5.6621374255883E-15 [SumSquaredError] => 0.41611125112613 [ErrorVariance] => 0.018091793527223 [StdErr] => 0.13450573789702 [SlopeStdErr] => 0.01492207184098 [SlopeVal] => [YIntStdErr] => 0.052227251443429 [YIntTVal] => 29.945705930678 [R] => -0.7305871519552 [RSquared] => 0.53375758660201 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -5.1313313474154 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.5123374623329 [1] => 1.3625955575488 [2] => 1.4320548681563 [3] => 1.3408009225956 [4] => 1.3921515449788 [5] => 1.4069147043332 [6] => 1.5705662884199 [7] => 1.4769185366569 [8] => 1.5597271274176 [9] => 1.6364878963534 [10] => 1.5690343013957 [11] => 1.4623231130842 [12] => 1.3580491199867 [13] => 1.2612152722686 [14] => 1.168143775496 [15] => 1.1901635516307 [16] => 1.3270931670485 [17] => 1.357458385645 [18] => 1.2075266554633 [19] => 1.1620862402409 [20] => 1.1813575920285 [21] => 1.1463451286505 [22] => 1.0479754052791 [23] => 0.78710609303657 [24] => 0.97132224524281 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.3155101982116 [SumXX] => 81.25 [SumXY] => -6.9653876705754 [SumYY] => 1.0041564869787 [Slope] => -0.085727848253236 [YInt] => 1.5726937429713 [PredictedY] => Array ( [0] => 1.5726937429713 [1] => 1.551261780908 [2] => 1.5298298188447 [3] => 1.5083978567814 [4] => 1.4869658947181 [5] => 1.4655339326548 [6] => 1.4441019705915 [7] => 1.4226700085282 [8] => 1.4012380464649 [9] => 1.3798060844015 [10] => 1.3583741223382 [11] => 1.3369421602749 [12] => 1.3155101982116 [13] => 1.2940782361483 [14] => 1.272646274085 [15] => 1.2512143120217 [16] => 1.2297823499584 [17] => 1.2083503878951 [18] => 1.1869184258318 [19] => 1.1654864637685 [20] => 1.1440545017051 [21] => 1.1226225396418 [22] => 1.1011905775785 [23] => 1.0797586155152 [24] => 1.0583266534519 ) [Error] => Array ( [0] => -0.060356280638392 [1] => -0.1886662233592 [2] => -0.097774950688435 [3] => -0.16759693418584 [4] => -0.094814349739268 [5] => -0.058619228321568 [6] => 0.12646431782847 [7] => 0.054248528128715 [8] => 0.15848908095271 [9] => 0.25668181195182 [10] => 0.2106601790575 [11] => 0.12538095280931 [12] => 0.042538921775128 [13] => -0.032862963879718 [14] => -0.10450249858904 [15] => -0.061050760390987 [16] => 0.097310817090129 [17] => 0.14910799774996 [18] => 0.020608229631569 [19] => -0.0034002235276016 [20] => 0.037303090323303 [21] => 0.02372258900863 [22] => -0.053215172299443 [23] => -0.29265252247865 [24] => -0.087004408209098 ) [SquaredError] => Array ( [0] => 0.0036428806125004 [1] => 0.035594943836623 [2] => 0.009559940982126 [3] => 0.028088732348493 [4] => 0.0089897609164803 [5] => 0.0034362139290162 [6] => 0.015993223683821 [7] => 0.002942902804132 [8] => 0.025118788781233 [9] => 0.065885552586869 [10] => 0.04437771104054 [11] => 0.015720383327369 [12] => 0.0018095598657905 [13] => 0.0010799743949597 [14] => 0.010920772211353 [15] => 0.0037271953443177 [16] => 0.0094693951227486 [17] => 0.022233194993003 [18] => 0.00042469912854747 [19] => 1.1561520037656E-5 [20] => 0.0013915205476685 [21] => 0.00056276122927237 [22] => 0.0028318545628594 [23] => 0.085645498913117 [24] => 0.0075697670478154 ) [TotalError] => 1.0041564869787 [SumError] => -5.5511151231258E-16 [SumSquaredError] => 0.40702878973069 [ErrorVariance] => 0.017696903901334 [StdErr] => 0.1330297105963 [SlopeStdErr] => 0.01475832131431 [SlopeVal] => [YIntStdErr] => 0.051654124600086 [YIntTVal] => 30.446624643189 [R] => -0.77113942789582 [RSquared] => 0.5946560172555 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -5.8087804451114 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3625955575488 [1] => 1.4320548681563 [2] => 1.3408009225956 [3] => 1.3921515449788 [4] => 1.4069147043332 [5] => 1.5705662884199 [6] => 1.4769185366569 [7] => 1.5597271274176 [8] => 1.6364878963534 [9] => 1.5690343013957 [10] => 1.4623231130842 [11] => 1.3580491199867 [12] => 1.2612152722686 [13] => 1.168143775496 [14] => 1.1901635516307 [15] => 1.3270931670485 [16] => 1.357458385645 [17] => 1.2075266554633 [18] => 1.1620862402409 [19] => 1.1813575920285 [20] => 1.1463451286505 [21] => 1.0479754052791 [22] => 0.78710609303657 [23] => 0.97132224524281 [24] => 1.0180344027045 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2957380758265 [SumXX] => 81.25 [SumXY] => -7.2181264487024 [SumYY] => 1.0441339433995 [Slope] => -0.088838479368645 [YInt] => 1.5622535139324 [PredictedY] => Array ( [0] => 1.5622535139324 [1] => 1.5400438940903 [2] => 1.5178342742481 [3] => 1.4956246544059 [4] => 1.4734150345638 [5] => 1.4512054147216 [6] => 1.4289957948795 [7] => 1.4067861750373 [8] => 1.3845765551951 [9] => 1.362366935353 [10] => 1.3401573155108 [11] => 1.3179476956686 [12] => 1.2957380758265 [13] => 1.2735284559843 [14] => 1.2513188361422 [15] => 1.2291092163 [16] => 1.2068995964578 [17] => 1.1846899766157 [18] => 1.1624803567735 [19] => 1.1402707369314 [20] => 1.1180611170892 [21] => 1.095851497247 [22] => 1.0736418774049 [23] => 1.0514322575627 [24] => 1.0292226377205 ) [Error] => Array ( [0] => -0.1996579563836 [1] => -0.10798902593398 [2] => -0.17703335165254 [3] => -0.10347310942711 [4] => -0.06650033023056 [5] => 0.11936087369834 [6] => 0.047922741777428 [7] => 0.15294095238027 [8] => 0.25191134115824 [9] => 0.20666736604277 [10] => 0.12216579757343 [11] => 0.040101424318103 [12] => -0.034522803557891 [13] => -0.10538468048836 [14] => -0.061155284511456 [15] => 0.097983950748513 [16] => 0.1505587891872 [17] => 0.022836678847657 [18] => -0.00039411653266086 [19] => 0.041086855097096 [20] => 0.028284011561275 [21] => -0.047876091967946 [22] => -0.2865357843683 [23] => -0.080110012319896 [24] => -0.011188235016019 ) [SquaredError] => Array ( [0] => 0.039863299547275 [1] => 0.011661629722171 [2] => 0.031340807597331 [3] => 0.010706684374515 [4] => 0.0044222939207735 [5] => 0.01424701817003 [6] => 0.0022965891794661 [7] => 0.023390934914984 [8] => 0.063459323804142 [9] => 0.042711400187058 [10] => 0.014924482096752 [11] => 0.0016081242323405 [12] => 0.0011918239654968 [13] => 0.011105930881635 [14] => 0.0037399688236771 [15] => 0.0096008546042871 [16] => 0.022667949001515 [17] => 0.00052151390079105 [18] => 1.5532784131662E-7 [19] => 0.0016881296617698 [20] => 0.00079998530999835 [21] => 0.0022921201821232 [22] => 0.082102755723557 [23] => 0.0064176140738939 [24] => 0.00012517660277368 ) [TotalError] => 1.0441339433995 [SumError] => -6.5503158452884E-15 [SumSquaredError] => 0.4028865658062 [ErrorVariance] => 0.017516807208965 [StdErr] => 0.13235107558673 [SlopeStdErr] => 0.014683033519716 [SlopeVal] => [YIntStdErr] => 0.051390617319007 [YIntTVal] => 30.399586450475 [R] => -0.78367265652246 [RSquared] => 0.61414283258097 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -6.0504172553549 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4320548681563 [1] => 1.3408009225956 [2] => 1.3921515449788 [3] => 1.4069147043332 [4] => 1.5705662884199 [5] => 1.4769185366569 [6] => 1.5597271274176 [7] => 1.6364878963534 [8] => 1.5690343013957 [9] => 1.4623231130842 [10] => 1.3580491199867 [11] => 1.2612152722686 [12] => 1.168143775496 [13] => 1.1901635516307 [14] => 1.3270931670485 [15] => 1.357458385645 [16] => 1.2075266554633 [17] => 1.1620862402409 [18] => 1.1813575920285 [19] => 1.1463451286505 [20] => 1.0479754052791 [21] => 0.78710609303657 [22] => 0.97132224524281 [23] => 1.0180344027045 [24] => 0.85949855818778 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.275614195852 [SumXX] => 81.25 [SumXY] => -8.309558186021 [SumYY] => 1.2198446736563 [Slope] => -0.10227148536641 [YInt] => 1.5824286519513 [PredictedY] => Array ( [0] => 1.5824286519513 [1] => 1.5568607806097 [2] => 1.5312929092681 [3] => 1.5057250379265 [4] => 1.4801571665849 [5] => 1.4545892952433 [6] => 1.4290214239017 [7] => 1.4034535525601 [8] => 1.3778856812185 [9] => 1.3523178098769 [10] => 1.3267499385352 [11] => 1.3011820671936 [12] => 1.275614195852 [13] => 1.2500463245104 [14] => 1.2244784531688 [15] => 1.1989105818272 [16] => 1.1733427104856 [17] => 1.147774839144 [18] => 1.1222069678024 [19] => 1.0966390964608 [20] => 1.0710712251192 [21] => 1.0455033537776 [22] => 1.019935482436 [23] => 0.99436761109441 [24] => 0.96879973975281 ) [Error] => Array ( [0] => -0.150373783795 [1] => -0.21605985801411 [2] => -0.13914136428925 [3] => -0.098810333593254 [4] => 0.090409121835083 [5] => 0.022329241413618 [6] => 0.1307057035159 [7] => 0.23303434379331 [8] => 0.19114862017729 [9] => 0.11000530320738 [10] => 0.0312991814515 [11] => -0.039966794925052 [12] => -0.10747042035608 [13] => -0.059882772879734 [14] => 0.10261471387968 [15] => 0.1585478038178 [16] => 0.034183944977704 [17] => 0.014311401096827 [18] => 0.059150624226026 [19] => 0.049706032189647 [20] => -0.023095819840133 [21] => -0.25839726074105 [22] => -0.048613237193199 [23] => 0.023666791610119 [24] => -0.10930118156503 ) [SquaredError] => Array ( [0] => 0.022612274852826 [1] => 0.046681862245079 [2] => 0.019360319256273 [3] => 0.0097634820248101 [4] => 0.0081738093109909 [5] => 0.00049859502210761 [6] => 0.017083980931587 [7] => 0.054305005387178 [8] => 0.036537794995681 [9] => 0.012101166733748 [10] => 0.00097963875953391 [11] => 0.0015973446965812 [12] => 0.011549891251513 [13] => 0.0035859464877658 [14] => 0.010529779504608 [15] => 0.025137406095449 [16] => 0.0011685420942387 [17] => 0.00020481620135428 [18] => 0.0034987963463285 [19] => 0.0024706896360382 [20] => 0.00053341689408786 [21] => 0.066769144358476 [22] => 0.0023632468304023 [23] => 0.00056011702511679 [24] => 0.011946748291512 ) [TotalError] => 1.2198446736563 [SumError] => -8.1046280797636E-15 [SumSquaredError] => 0.37001381523329 [ErrorVariance] => 0.016087557184056 [StdErr] => 0.12683673436373 [SlopeStdErr] => 0.014071272288026 [SlopeVal] => [YIntStdErr] => 0.049249453008091 [YIntTVal] => 32.130887863695 [R] => -0.83466841842787 [RSquared] => 0.69667136872088 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -7.2681050634946 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3408009225956 [1] => 1.3921515449788 [2] => 1.4069147043332 [3] => 1.5705662884199 [4] => 1.4769185366569 [5] => 1.5597271274176 [6] => 1.6364878963534 [7] => 1.5690343013957 [8] => 1.4623231130842 [9] => 1.3580491199867 [10] => 1.2612152722686 [11] => 1.168143775496 [12] => 1.1901635516307 [13] => 1.3270931670485 [14] => 1.357458385645 [15] => 1.2075266554633 [16] => 1.1620862402409 [17] => 1.1813575920285 [18] => 1.1463451286505 [19] => 1.0479754052791 [20] => 0.78710609303657 [21] => 0.97132224524281 [22] => 1.0180344027045 [23] => 0.85949855818778 [24] => 0.99171327571309 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2580005321543 [SumXX] => 81.25 [SumXY] => -8.6528287614491 [SumYY] => 1.2682146934396 [Slope] => -0.10649635398707 [YInt] => 1.5774895941155 [PredictedY] => Array ( [0] => 1.5774895941155 [1] => 1.5508655056187 [2] => 1.524241417122 [3] => 1.4976173286252 [4] => 1.4709932401284 [5] => 1.4443691516317 [6] => 1.4177450631349 [7] => 1.3911209746381 [8] => 1.3644968861414 [9] => 1.3378727976446 [10] => 1.3112487091478 [11] => 1.2846246206511 [12] => 1.2580005321543 [13] => 1.2313764436575 [14] => 1.2047523551608 [15] => 1.178128266664 [16] => 1.1515041781672 [17] => 1.1248800896705 [18] => 1.0982560011737 [19] => 1.0716319126769 [20] => 1.0450078241802 [21] => 1.0183837356834 [22] => 0.99175964718665 [23] => 0.96513555868988 [24] => 0.93851147019312 ) [Error] => Array ( [0] => -0.23668867151995 [1] => -0.15871396063992 [2] => -0.11732671278876 [3] => 0.072948959794737 [4] => 0.0059252965284351 [5] => 0.11535797578588 [6] => 0.21874283321845 [7] => 0.1779133267576 [8] => 0.097826226942855 [9] => 0.020176322342135 [10] => -0.050033436879255 [11] => -0.11648084515512 [12] => -0.067836980523609 [13] => 0.095716723390965 [14] => 0.15270603048425 [15] => 0.029398388799319 [16] => 0.010582062073606 [17] => 0.056477502357968 [18] => 0.048089127476752 [19] => -0.023656507397864 [20] => -0.25790173114361 [21] => -0.047061490440604 [22] => 0.026274755517878 [23] => -0.10563700050211 [24] => 0.053201805519971 ) [SquaredError] => Array ( [0] => 0.056021527225879 [1] => 0.02519012130201 [2] => 0.013765557533817 [3] => 0.0053215507351342 [4] => 3.5109138949885E-5 [5] => 0.013307462577416 [6] => 0.047848427084436 [7] => 0.031653151837955 [8] => 0.009569970677875 [9] => 0.00040708398325372 [10] => 0.0025033448059503 [11] => 0.013567787288052 [12] => 0.0046018559265605 [13] => 0.0091616911367025 [14] => 0.023319131746258 [15] => 0.00086426526399594 [16] => 0.00011198003772965 [17] => 0.0031897082725943 [18] => 0.0023125641814753 [19] => 0.00055963034226519 [20] => 0.066513302926873 [21] => 0.0022147838824911 [22] => 0.00069036277752423 [23] => 0.011159175875082 [24] => 0.0028304321105848 ) [TotalError] => 1.2682146934396 [SumError] => -2.2204460492503E-16 [SumSquaredError] => 0.34671997867086 [ErrorVariance] => 0.015074781681342 [StdErr] => 0.12277940251256 [SlopeStdErr] => 0.013621151733227 [SlopeVal] => [YIntStdErr] => 0.047674031066295 [YIntTVal] => 33.08907509671 [R] => -0.85241294033404 [RSquared] => 0.72660782084893 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -7.818454420949 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.3921515449788 [1] => 1.4069147043332 [2] => 1.5705662884199 [3] => 1.4769185366569 [4] => 1.5597271274176 [5] => 1.6364878963534 [6] => 1.5690343013957 [7] => 1.4623231130842 [8] => 1.3580491199867 [9] => 1.2612152722686 [10] => 1.168143775496 [11] => 1.1901635516307 [12] => 1.3270931670485 [13] => 1.357458385645 [14] => 1.2075266554633 [15] => 1.1620862402409 [16] => 1.1813575920285 [17] => 1.1463451286505 [18] => 1.0479754052791 [19] => 0.78710609303657 [20] => 0.97132224524281 [21] => 1.0180344027045 [22] => 0.85949855818778 [23] => 0.99171327571309 [24] => 0.90611945754556 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2406132735523 [SumXX] => 81.25 [SumXY] => -9.4393707163413 [SumYY] => 1.3776211604079 [Slope] => -0.11617687035497 [YInt] => 1.5891438846172 [PredictedY] => Array ( [0] => 1.5891438846172 [1] => 1.5600996670285 [2] => 1.5310554494397 [3] => 1.502011231851 [4] => 1.4729670142623 [5] => 1.4439227966735 [6] => 1.4148785790848 [7] => 1.385834361496 [8] => 1.3567901439073 [9] => 1.3277459263185 [10] => 1.2987017087298 [11] => 1.2696574911411 [12] => 1.2406132735523 [13] => 1.2115690559636 [14] => 1.1825248383748 [15] => 1.1534806207861 [16] => 1.1244364031973 [17] => 1.0953921856086 [18] => 1.0663479680199 [19] => 1.0373037504311 [20] => 1.0082595328424 [21] => 0.97921531525363 [22] => 0.95017109766489 [23] => 0.92112688007615 [24] => 0.89208266248741 ) [Error] => Array ( [0] => -0.1969923396384 [1] => -0.15318496269527 [2] => 0.039510838980211 [3] => -0.025092695194115 [4] => 0.086760113155308 [5] => 0.19256509967986 [6] => 0.15415572231097 [7] => 0.076488751588209 [8] => 0.0012589760794641 [9] => -0.066530654049949 [10] => -0.13055793323384 [11] => -0.079493939510351 [12] => 0.086479893496199 [13] => 0.14588932968146 [14] => 0.025001817088505 [15] => 0.0086056194547675 [16] => 0.056921188831105 [17] => 0.050952943041866 [18] => -0.018372562740774 [19] => -0.25019765739455 [20] => -0.036937287599562 [21] => 0.038819087450895 [22] => -0.090672539477115 [23] => 0.070586395636941 [24] => 0.014036795058156 ) [SquaredError] => Array ( [0] => 0.03880598187621 [1] => 0.02346563279595 [2] => 0.0015611063969201 [3] => 0.00062964335210478 [4] => 0.0075273172347218 [5] => 0.037081317614713 [6] => 0.023763986721218 [7] => 0.0058505291195227 [8] => 1.5850207686629E-6 [9] => 0.004426327928314 [10] => 0.017045373930292 [11] => 0.0063192864188754 [12] => 0.0074787719791138 [13] => 0.021283696514907 [14] => 0.00062509085772706 [15] => 7.4056686200272E-5 [16] => 0.0032400217379464 [17] => 0.0025962024046276 [18] => 0.00033755106166369 [19] => 0.06259886776572 [20] => 0.0013643632152128 [21] => 0.0015069215505203 [22] => 0.0082215094152289 [23] => 0.0049824392490148 [24] => 0.00019703161550466 ) [TotalError] => 1.3776211604079 [SumError] => -3.3306690738755E-16 [SumSquaredError] => 0.280984612463 [ErrorVariance] => 0.012216722281 [StdErr] => 0.11052928245945 [SlopeStdErr] => 0.012262122933778 [SlopeVal] => [YIntStdErr] => 0.042917430268222 [YIntTVal] => 37.027936544325 [R] => -0.89220870323577 [RSquared] => 0.79603637012965 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -9.4744499775765 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4069147043332 [1] => 1.5705662884199 [2] => 1.4769185366569 [3] => 1.5597271274176 [4] => 1.6364878963534 [5] => 1.5690343013957 [6] => 1.4623231130842 [7] => 1.3580491199867 [8] => 1.2612152722686 [9] => 1.168143775496 [10] => 1.1901635516307 [11] => 1.3270931670485 [12] => 1.357458385645 [13] => 1.2075266554633 [14] => 1.1620862402409 [15] => 1.1813575920285 [16] => 1.1463451286505 [17] => 1.0479754052791 [18] => 0.78710609303657 [19] => 0.97132224524281 [20] => 1.0180344027045 [21] => 0.85949855818778 [22] => 0.99171327571309 [23] => 0.90611945754556 [24] => 0.89092377148901 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2205641626127 [SumXX] => 81.25 [SumXY] => -9.995939840395 [SumYY] => 1.4668908893175 [Slope] => -0.12302695188178 [YInt] => 1.5896450182581 [PredictedY] => Array ( [0] => 1.5896450182581 [1] => 1.5588882802876 [2] => 1.5281315423172 [3] => 1.4973748043467 [4] => 1.4666180663763 [5] => 1.4358613284058 [6] => 1.4051045904354 [7] => 1.374347852465 [8] => 1.3435911144945 [9] => 1.3128343765241 [10] => 1.2820776385536 [11] => 1.2513209005832 [12] => 1.2205641626127 [13] => 1.1898074246423 [14] => 1.1590506866718 [15] => 1.1282939487014 [16] => 1.0975372107309 [17] => 1.0667804727605 [18] => 1.03602373479 [19] => 1.0052669968196 [20] => 0.97451025884915 [21] => 0.94375352087871 [22] => 0.91299678290826 [23] => 0.88224004493781 [24] => 0.85148330696737 ) [Error] => Array ( [0] => -0.18273031392486 [1] => 0.011678008132318 [2] => -0.051213005660304 [3] => 0.062352323070824 [4] => 0.16986982997707 [5] => 0.1331729729899 [6] => 0.057218522648836 [7] => -0.016298732478205 [8] => -0.082375842225914 [9] => -0.1446906010281 [10] => -0.091914086922909 [11] => 0.075772266465345 [12] => 0.13689422303231 [13] => 0.017719230821059 [14] => 0.0030355535690252 [15] => 0.053063643327067 [16] => 0.048807917919531 [17] => -0.018805067481405 [18] => -0.24891764175347 [19] => -0.033944751576786 [20] => 0.043524143855376 [21] => -0.08425496269093 [22] => 0.078716492804829 [23] => 0.023879412607748 [24] => 0.039440464521646 ) [SquaredError] => Array ( [0] => 0.033390367627078 [1] => 0.0001363758739385 [2] => 0.0026227719487623 [3] => 0.0038878121923284 [4] => 0.02885575913644 [5] => 0.017735040734968 [6] => 0.0032739593341153 [7] => 0.0002656486803961 [8] => 0.0067857793824287 [9] => 0.020935370025873 [10] => 0.0084481993748721 [11] => 0.0057414363652952 [12] => 0.018740028299621 [13] => 0.00031397114088996 [14] => 9.2145854704215E-6 [15] => 0.0028157502431422 [16] => 0.0023822128516397 [17] => 0.0003536305629802 [18] => 0.061959992376111 [19] => 0.0011522461596097 [20] => 0.0018943510983435 [21] => 0.00709889873805 [22] => 0.0061962862394928 [23] => 0.00057022634649106 [24] => 0.0015555502416832 ) [TotalError] => 1.4668908893175 [SumError] => -6.6613381477509E-16 [SumSquaredError] => 0.23712087956002 [ErrorVariance] => 0.010309603459131 [StdErr] => 0.101536217475 [SlopeStdErr] => 0.01126443195147 [SlopeVal] => [YIntStdErr] => 0.039425511830147 [YIntTVal] => 40.320212584851 [R] => -0.9156153044367 [RSquared] => 0.83835138571871 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -10.921718237707 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.5705662884199 [1] => 1.4769185366569 [2] => 1.5597271274176 [3] => 1.6364878963534 [4] => 1.5690343013957 [5] => 1.4623231130842 [6] => 1.3580491199867 [7] => 1.2612152722686 [8] => 1.168143775496 [9] => 1.1901635516307 [10] => 1.3270931670485 [11] => 1.357458385645 [12] => 1.2075266554633 [13] => 1.1620862402409 [14] => 1.1813575920285 [15] => 1.1463451286505 [16] => 1.0479754052791 [17] => 0.78710609303657 [18] => 0.97132224524281 [19] => 1.0180344027045 [20] => 0.85949855818778 [21] => 0.99171327571309 [22] => 0.90611945754556 [23] => 0.89092377148901 [24] => 0.90216612927105 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.2003742196102 [SumXX] => 81.25 [SumXY] => -10.345494679828 [SumYY] => 1.5233508275927 [Slope] => -0.1273291652902 [YInt] => 1.5823617154808 [PredictedY] => Array ( [0] => 1.5823617154808 [1] => 1.5505294241583 [2] => 1.5186971328357 [3] => 1.4868648415132 [4] => 1.4550325501906 [5] => 1.4232002588681 [6] => 1.3913679675455 [7] => 1.359535676223 [8] => 1.3277033849004 [9] => 1.2958710935779 [10] => 1.2640388022553 [11] => 1.2322065109328 [12] => 1.2003742196102 [13] => 1.1685419282877 [14] => 1.1367096369651 [15] => 1.1048773456426 [16] => 1.07304505432 [17] => 1.0412127629975 [18] => 1.0093804716749 [19] => 0.97754818035239 [20] => 0.94571588902984 [21] => 0.91388359770729 [22] => 0.88205130638475 [23] => 0.8502190150622 [24] => 0.81838672373965 ) [Error] => Array ( [0] => -0.011795427060875 [1] => -0.073610887501394 [2] => 0.041029994581836 [3] => 0.14962305484019 [4] => 0.11400175120512 [5] => 0.039122854216157 [6] => -0.033318847558782 [7] => -0.098320403954388 [8] => -0.15955960940447 [9] => -0.10570754194718 [10] => 0.063054364793179 [11] => 0.12525187471225 [12] => 0.0071524358530992 [13] => -0.0064556880468316 [14] => 0.044647955063313 [15] => 0.04146778300788 [16] => -0.025069649040953 [17] => -0.25410666996092 [18] => -0.038058226432128 [19] => 0.040486222352136 [20] => -0.086217330842067 [21] => 0.077829678005795 [22] => 0.024068151160816 [23] => 0.040704756426817 [24] => 0.083779405531404 ) [SquaredError] => Array ( [0] => 0.00013913209954841 [1] => 0.0054185627587429 [2] => 0.0016834604553855 [3] => 0.02238705853971 [4] => 0.012996399277833 [5] => 0.0015305977220186 [6] => 0.0011101456026453 [7] => 0.009666901833754 [8] => 0.025459268953308 [9] => 0.011174084424514 [10] => 0.0039758529194713 [11] => 0.015688032118934 [12] => 5.1157338632699E-5 [13] => 4.1675908158005E-5 [14] => 0.0019934398913356 [15] => 0.0017195770275886 [16] => 0.00062848730303658 [17] => 0.064570199718628 [18] => 0.0014484285991591 [19] => 0.0016391342003466 [20] => 0.0074334281375305 [21] => 0.0060574587784857 [22] => 0.0005792759002999 [23] => 0.0016568771957665 [24] => 0.0070189887911954 ) [TotalError] => 1.5233508275927 [SumError] => 1.1102230246252E-15 [SumSquaredError] => 0.20606762549603 [ErrorVariance] => 0.0089594619780882 [StdErr] => 0.094654434540006 [SlopeStdErr] => 0.010500966682586 [SlopeVal] => [YIntStdErr] => 0.03675338338905 [YIntTVal] => 43.053497925098 [R] => -0.92990720025856 [RSquared] => 0.86472740109272 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -12.125470838923 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.4769185366569 [1] => 1.5597271274176 [2] => 1.6364878963534 [3] => 1.5690343013957 [4] => 1.4623231130842 [5] => 1.3580491199867 [6] => 1.2612152722686 [7] => 1.168143775496 [8] => 1.1901635516307 [9] => 1.3270931670485 [10] => 1.357458385645 [11] => 1.2075266554633 [12] => 1.1620862402409 [13] => 1.1813575920285 [14] => 1.1463451286505 [15] => 1.0479754052791 [16] => 0.78710609303657 [17] => 0.97132224524281 [18] => 1.0180344027045 [19] => 0.85949855818778 [20] => 0.99171327571309 [21] => 0.90611945754556 [22] => 0.89092377148901 [23] => 0.90216612927105 [24] => 0.91897343049295 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1743105052932 [SumXX] => 81.25 [SumXY] => -9.9865728235487 [SumYY] => 1.4485121337989 [Slope] => -0.1229116655206 [YInt] => 1.543045501855 [PredictedY] => Array ( [0] => 1.543045501855 [1] => 1.5123175854748 [2] => 1.4815896690947 [3] => 1.4508617527145 [4] => 1.4201338363344 [5] => 1.3894059199542 [6] => 1.3586780035741 [7] => 1.3279500871939 [8] => 1.2972221708138 [9] => 1.2664942544336 [10] => 1.2357663380535 [11] => 1.2050384216733 [12] => 1.1743105052932 [13] => 1.143582588913 [14] => 1.1128546725329 [15] => 1.0821267561527 [16] => 1.0513988397726 [17] => 1.0206709233924 [18] => 0.98994300701226 [19] => 0.95921509063211 [20] => 0.92848717425196 [21] => 0.89775925787181 [22] => 0.86703134149166 [23] => 0.83630342511151 [24] => 0.80557550873136 ) [Error] => Array ( [0] => -0.066126965198073 [1] => 0.047409541942757 [2] => 0.15489822725871 [3] => 0.11817254868124 [4] => 0.042189276749881 [5] => -0.031356799967457 [6] => -0.097462731305462 [7] => -0.15980631169795 [8] => -0.10705861918305 [9] => 0.060598912614908 [10] => 0.12169204759158 [11] => 0.0024882337900292 [12] => -0.012224265052301 [13] => 0.037775003115445 [14] => 0.033490456117612 [15] => -0.03415135087362 [16] => -0.26429274673599 [17] => -0.049348678149593 [18] => 0.028091395692272 [19] => -0.099716532444331 [20] => 0.063226101461133 [21] => 0.0083601996737546 [22] => 0.023892429997357 [23] => 0.065862704159544 [24] => 0.1133979217616 ) [SquaredError] => Array ( [0] => 0.0043727755263072 [1] => 0.0022476646672221 [2] => 0.023993460807892 [3] => 0.01396475126182 [4] => 0.001779935072678 [5] => 0.00098324890419909 [6] => 0.0094989839935207 [7] => 0.025538057258501 [8] => 0.011461547941381 [9] => 0.0036722282101092 [10] => 0.014808954447032 [11] => 6.1913073938429E-6 [12] => 0.0001494326560689 [13] => 0.0014269508603719 [14] => 0.0011216106509657 [15] => 0.0011663147664931 [16] => 0.069850655977252 [17] => 0.0024352920351121 [18] => 0.00078912651193979 [19] => 0.0099433868427212 [20] => 0.0039975399059734 [21] => 6.9892938585046E-5 [22] => 0.00057084821117859 [23] => 0.0043378957992076 [24] => 0.012859088659849 ) [TotalError] => 1.4485121337989 [SumError] => 1.7763568394003E-15 [SumSquaredError] => 0.22104583521377 [ErrorVariance] => 0.0096106884875554 [StdErr] => 0.098034118997191 [SlopeStdErr] => 0.010875909008902 [SlopeVal] => [YIntStdErr] => 0.038065681531156 [YIntTVal] => 40.536394983286 [R] => -0.92054223654884 [RSquared] => 0.84739800927034 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -11.301277476669 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.5597271274176 [1] => 1.6364878963534 [2] => 1.5690343013957 [3] => 1.4623231130842 [4] => 1.3580491199867 [5] => 1.2612152722686 [6] => 1.168143775496 [7] => 1.1901635516307 [8] => 1.3270931670485 [9] => 1.357458385645 [10] => 1.2075266554633 [11] => 1.1620862402409 [12] => 1.1813575920285 [13] => 1.1463451286505 [14] => 1.0479754052791 [15] => 0.78710609303657 [16] => 0.97132224524281 [17] => 1.0180344027045 [18] => 0.85949855818778 [19] => 0.99171327571309 [20] => 0.90611945754556 [21] => 0.89092377148901 [22] => 0.90216612927105 [23] => 0.91897343049295 [24] => 0.96113621738723 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1536792125224 [SumXX] => 81.25 [SumXY] => -9.6426195853344 [SumYY] => 1.3917425341424 [Slope] => -0.11867839489642 [YInt] => 1.5097143972116 [PredictedY] => Array ( [0] => 1.5097143972116 [1] => 1.4800447984875 [2] => 1.4503751997634 [3] => 1.4207056010393 [4] => 1.3910360023152 [5] => 1.3613664035911 [6] => 1.331696804867 [7] => 1.3020272061429 [8] => 1.2723576074188 [9] => 1.2426880086947 [10] => 1.2130184099706 [11] => 1.1833488112465 [12] => 1.1536792125224 [13] => 1.1240096137983 [14] => 1.0943400150742 [15] => 1.0646704163501 [16] => 1.0350008176259 [17] => 1.0053312189018 [18] => 0.97566162017773 [19] => 0.94599202145363 [20] => 0.91632242272952 [21] => 0.88665282400542 [22] => 0.85698322528131 [23] => 0.82731362655721 [24] => 0.7976440278331 ) [Error] => Array ( [0] => 0.050012730205922 [1] => 0.15644309786583 [2] => 0.11865910163232 [3] => 0.041617512044913 [4] => -0.032986882328468 [5] => -0.10015113132252 [6] => -0.16355302937105 [7] => -0.11186365451219 [8] => 0.05473555962972 [9] => 0.11477037695035 [10] => -0.0054917545072464 [11] => -0.02126257100562 [12] => 0.027678379506081 [13] => 0.022335514852205 [14] => -0.046364609795072 [15] => -0.27756432331348 [16] => -0.063678572383133 [17] => 0.012703183802688 [18] => -0.11616306198996 [19] => 0.045721254259461 [20] => -0.010202965183961 [21] => 0.0042709474835967 [22] => 0.04518290398974 [23] => 0.091659803935749 [24] => 0.16349218955413 ) [SquaredError] => Array ( [0] => 0.0025012731826504 [1] => 0.024474442869859 [2] => 0.014079982400188 [3] => 0.0017320173088085 [4] => 0.0010881344057522 [5] => 0.01003024910518 [6] => 0.026749593416446 [7] => 0.012513477200823 [8] => 0.0029959814879787 [9] => 0.013172239425325 [10] => 3.0159367567861E-5 [11] => 0.00045209692576905 [12] => 0.00076609269208264 [13] => 0.00049887522371305 [14] => 0.0021496770414493 [15] => 0.077041953576471 [16] => 0.0040549605807539 [17] => 0.00016137087872488 [18] => 0.013493856970883 [19] => 0.0020904330910583 [20] => 0.00010410049854513 [21] => 1.8240992407641E-5 [22] => 0.002041494812946 [23] => 0.0084015196575399 [24] => 0.026729696045202 ) [TotalError] => 1.3917425341424 [SumError] => 1.1102230246252E-15 [SumSquaredError] => 0.24737191915812 [ErrorVariance] => 0.010755300832962 [StdErr] => 0.10370776650262 [SlopeStdErr] => 0.011505343685817 [SlopeVal] => [YIntStdErr] => 0.040268702900358 [YIntTVal] => 37.491011343159 [R] => -0.90678410467751 [RSquared] => 0.8222574124958 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -10.315067340641 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.6364878963534 [1] => 1.5690343013957 [2] => 1.4623231130842 [3] => 1.3580491199867 [4] => 1.2612152722686 [5] => 1.168143775496 [6] => 1.1901635516307 [7] => 1.3270931670485 [8] => 1.357458385645 [9] => 1.2075266554633 [10] => 1.1620862402409 [11] => 1.1813575920285 [12] => 1.1463451286505 [13] => 1.0479754052791 [14] => 0.78710609303657 [15] => 0.97132224524281 [16] => 1.0180344027045 [17] => 0.85949855818778 [18] => 0.99171327571309 [19] => 0.90611945754556 [20] => 0.89092377148901 [21] => 0.90216612927105 [22] => 0.91897343049295 [23] => 0.96113621738723 [24] => 0.78951020409025 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.1228705355893 [SumXX] => 81.25 [SumXY] => -9.4154708872213 [SumYY] => 1.3357573272949 [Slope] => -0.11588271861196 [YInt] => 1.4705186914251 [PredictedY] => Array ( [0] => 1.4705186914251 [1] => 1.4415480117722 [2] => 1.4125773321192 [3] => 1.3836066524662 [4] => 1.3546359728132 [5] => 1.3256652931602 [6] => 1.2966946135072 [7] => 1.2677239338542 [8] => 1.2387532542012 [9] => 1.2097825745482 [10] => 1.1808118948953 [11] => 1.1518412152423 [12] => 1.1228705355893 [13] => 1.0938998559363 [14] => 1.0649291762833 [15] => 1.0359584966303 [16] => 1.0069878169773 [17] => 0.97801713732433 [18] => 0.94904645767134 [19] => 0.92007577801836 [20] => 0.89110509836537 [21] => 0.86213441871238 [22] => 0.83316373905939 [23] => 0.8041930594064 [24] => 0.77522237975341 ) [Error] => Array ( [0] => 0.16596920492822 [1] => 0.12748628962359 [2] => 0.049745780965069 [3] => -0.025557532479429 [4] => -0.093420700544595 [5] => -0.15752151766424 [6] => -0.1065310618765 [7] => 0.059369233194291 [8] => 0.1187051314438 [9] => -0.0022559190849092 [10] => -0.0187256546544 [11] => 0.029516376786184 [12] => 0.023474593061191 [13] => -0.045924450657203 [14] => -0.27782308324673 [15] => -0.064636251387498 [16] => 0.011046585727206 [17] => -0.11851857913656 [18] => 0.042666818041745 [19] => -0.013956320472794 [20] => -0.00018132687635319 [21] => 0.040031710558673 [22] => 0.085809691433565 [23] => 0.15694315798082 [24] => 0.014287824336842 ) [SquaredError] => Array ( [0] => 0.027545776984507 [1] => 0.01625275404199 [2] => 0.0024746427238247 [3] => 0.00065318746643706 [4] => 0.0087274272902429 [5] => 0.024813028527246 [6] => 0.011348867144536 [7] => 0.0035247058500782 [8] => 0.014090908231091 [9] => 5.0891709176575E-6 [10] => 0.00035065014223586 [11] => 0.00087121649858399 [12] => 0.00055105651938851 [13] => 0.0021090551681658 [14] => 0.077185665584719 [15] => 0.0041778449934278 [16] => 0.00012202705622852 [17] => 0.014046653600548 [18] => 0.0018204573618074 [19] => 0.00019477888113934 [20] => 3.2879436088006E-8 [21] => 0.0016025378502534 [22] => 0.0073633031439236 [23] => 0.024631154836994 [24] => 0.00020414192428046 ) [TotalError] => 1.3357573272949 [SumError] => -7.7715611723761E-15 [SumSquaredError] => 0.244666963872 [ErrorVariance] => 0.010637694081391 [StdErr] => 0.10313919759912 [SlopeStdErr] => 0.011442266629349 [SlopeVal] => [YIntStdErr] => 0.040047933202723 [YIntTVal] => 36.718965844788 [R] => -0.90378801401812 [RSquared] => 0.81683277428282 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -10.127601668949 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 1.5690343013957 [1] => 1.4623231130842 [2] => 1.3580491199867 [3] => 1.2612152722686 [4] => 1.168143775496 [5] => 1.1901635516307 [6] => 1.3270931670485 [7] => 1.357458385645 [8] => 1.2075266554633 [9] => 1.1620862402409 [10] => 1.1813575920285 [11] => 1.1463451286505 [12] => 1.0479754052791 [13] => 0.78710609303657 [14] => 0.97132224524281 [15] => 1.0180344027045 [16] => 0.85949855818778 [17] => 0.99171327571309 [18] => 0.90611945754556 [19] => 0.89092377148901 [20] => 0.90216612927105 [21] => 0.91897343049295 [22] => 0.96113621738723 [23] => 0.78951020409025 [24] => 0.83384804953115 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 1.0907649417164 [SumXX] => 81.25 [SumXY] => -8.6132819229124 [SumYY] => 1.1297193025156 [Slope] => -0.10600962366661 [YInt] => 1.4087938127162 [PredictedY] => Array ( [0] => 1.4087938127162 [1] => 1.3822914067996 [2] => 1.3557890008829 [3] => 1.3292865949663 [4] => 1.3027841890496 [5] => 1.276281783133 [6] => 1.2497793772163 [7] => 1.2232769712997 [8] => 1.196774565383 [9] => 1.1702721594663 [10] => 1.1437697535497 [11] => 1.117267347633 [12] => 1.0907649417164 [13] => 1.0642625357997 [14] => 1.0377601298831 [15] => 1.0112577239664 [16] => 0.98475531804977 [17] => 0.95825291213312 [18] => 0.93175050621647 [19] => 0.90524810029981 [20] => 0.87874569438316 [21] => 0.85224328846651 [22] => 0.82574088254985 [23] => 0.7992384766332 [24] => 0.77273607071654 ) [Error] => Array ( [0] => 0.16024048867951 [1] => 0.080031706284655 [2] => 0.0022601191038221 [3] => -0.068071322697679 [4] => -0.13464041355366 [5] => -0.086118231502259 [6] => 0.077313789832202 [7] => 0.13418141434538 [8] => 0.010752090080331 [9] => -0.0081859192254949 [10] => 0.037587838478754 [11] => 0.029077781017426 [12] => -0.042789536437303 [13] => -0.27715644276316 [14] => -0.066437884640268 [15] => 0.0067766787381009 [16] => -0.125256759862 [17] => 0.033460363579969 [18] => -0.025631048670905 [19] => -0.014324328810799 [20] => 0.023420434887892 [21] => 0.066730142026449 [22] => 0.13539533483737 [23] => -0.0097282725429438 [24] => 0.061111978814604 ) [SquaredError] => Array ( [0] => 0.025677014212248 [1] => 0.0064050740108333 [2] => 5.1081383634615E-6 [3] => 0.0046337049738116 [4] => 0.018128040961901 [5] => 0.0074163497970767 [6] => 0.0059774220982179 [7] => 0.018004651955726 [8] => 0.00011560744109555 [9] => 6.7009273566328E-5 [10] => 0.0014128456015049 [11] => 0.00084551734889737 [12] => 0.0018309444285193 [13] => 0.076815693765131 [14] => 0.0044139925154736 [15] => 4.5923374719429E-5 [16] => 0.015689255891126 [17] => 0.0011195959309037 [18] => 0.00065695065597029 [19] => 0.00020518639587988 [20] => 0.000548516770338 [21] => 0.00445291185487 [22] => 0.018331896695725 [23] => 9.4639286669795E-5 [24] => 0.0037346739546366 ) [TotalError] => 1.1297193025156 [SumError] => -6.3282712403634E-15 [SumSquaredError] => 0.2166285273332 [ErrorVariance] => 0.0094186316231828 [StdErr] => 0.097049634843119 [SlopeStdErr] => 0.010766690298213 [SlopeVal] => [YIntStdErr] => 0.037683416043746 [YIntTVal] => 37.384981528235 [R] => -0.89902486391972 [RSquared] => 0.80824570594587 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -9.8460734664402 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.76335310874822 [1] => 0.53109554687003 [2] => 0.49665293925092 [3] => -0.42829116819131 [4] => 0.28914283593233 [5] => 0.081347307804132 [6] => -0.064492734175287 [7] => 0.021189299069938 [8] => 0.018284308426531 [9] => -0.0695604052333 [10] => -0.087777943467585 [11] => 0.02201573981772 [12] => -0.00043451177401769 [13] => -0.022733787572707 [14] => 0.046104787246039 [15] => 0.10653085382238 [16] => 0.14705767102836 [17] => 0.055760464687735 [18] => 0.05307844348342 [19] => 0.23350376034113 [20] => 0.31848072517452 [21] => 0.29181268746712 [22] => 0.099335277685958 [23] => -0.053547734986927 [24] => -0.0083309926200515 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.11358305915341 [SumXX] => 81.25 [SumXY] => -2.4347657235551 [SumYY] => 1.3759889045115 [Slope] => -0.029966347366832 [YInt] => 0.20348210125391 [PredictedY] => Array ( [0] => 0.20348210125391 [1] => 0.1959905144122 [2] => 0.18849892757049 [3] => 0.18100734072878 [4] => 0.17351575388708 [5] => 0.16602416704537 [6] => 0.15853258020366 [7] => 0.15104099336195 [8] => 0.14354940652024 [9] => 0.13605781967854 [10] => 0.12856623283683 [11] => 0.12107464599512 [12] => 0.11358305915341 [13] => 0.1060914723117 [14] => 0.098599885469995 [15] => 0.091108298628287 [16] => 0.083616711786579 [17] => 0.076125124944871 [18] => 0.068633538103163 [19] => 0.061141951261455 [20] => 0.053650364419747 [21] => 0.046158777578039 [22] => 0.038667190736331 [23] => 0.031175603894623 [24] => 0.023684017052914 ) [Error] => Array ( [0] => 0.55987100749431 [1] => 0.33510503245783 [2] => 0.30815401168043 [3] => -0.6092985089201 [4] => 0.11562708204526 [5] => -0.084676859241236 [6] => -0.22302531437895 [7] => -0.12985169429201 [8] => -0.12526509809371 [9] => -0.20561822491184 [10] => -0.21634417630441 [11] => -0.099058906177399 [12] => -0.11401757092743 [13] => -0.12882525988441 [14] => -0.052495098223957 [15] => 0.015422555194094 [16] => 0.063440959241781 [17] => -0.020364660257136 [18] => -0.015555094619743 [19] => 0.17236180907968 [20] => 0.26483036075477 [21] => 0.24565390988908 [22] => 0.060668086949627 [23] => -0.084723338881549 [24] => -0.032015009672966 ) [SquaredError] => Array ( [0] => 0.31345554503269 [1] => 0.11229538277856 [2] => 0.09495889491474 [3] => 0.37124467297225 [4] => 0.013369622102301 [5] => 0.0071701704909601 [6] => 0.049740290853828 [7] => 0.016861462510507 [8] => 0.015691344800428 [9] => 0.042278854415894 [10] => 0.046804802620835 [11] => 0.0098126668930628 [12] => 0.013000006480191 [13] => 0.016595947584286 [14] => 0.0027557353375429 [15] => 0.00023785520871488 [16] => 0.0040247553095173 [17] => 0.00041471938738859 [18] => 0.00024196096862917 [19] => 0.02970859322922 [20] => 0.070135119977502 [21] => 0.060345843443792 [22] => 0.0036806167741275 [23] => 0.0071780441512379 [24] => 0.0010249608443601 ) [TotalError] => 1.3759889045115 [SumError] => -2.5673907444457E-16 [SumSquaredError] => 1.3030278690826 [ErrorVariance] => 0.056653385612286 [StdErr] => 0.23801971685616 [SlopeStdErr] => 0.026405916729117 [SlopeVal] => [YIntStdErr] => 0.092420708551909 [YIntTVal] => 2.2016938026354 [R] => -0.23027035387294 [RSquared] => 0.053024435872769 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -1.1348345779561 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.53109554687003 [1] => 0.49665293925092 [2] => -0.42829116819131 [3] => 0.28914283593233 [4] => 0.081347307804132 [5] => -0.064492734175287 [6] => 0.021189299069938 [7] => 0.018284308426531 [8] => -0.0695604052333 [9] => -0.087777943467585 [10] => 0.02201573981772 [11] => -0.00043451177401769 [12] => -0.022733787572707 [13] => 0.046104787246039 [14] => 0.10653085382238 [15] => 0.14705767102836 [16] => 0.055760464687735 [17] => 0.05307844348342 [18] => 0.23350376034113 [19] => 0.31848072517452 [20] => 0.29181268746712 [21] => 0.099335277685958 [22] => -0.053547734986927 [23] => -0.0083309926200515 [24] => -0.080921907623926 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.079812058498526 [SumXX] => 81.25 [SumXY] => -0.90652796270403 [SumYY] => 0.96310795713129 [Slope] => -0.01115726723328 [YInt] => 0.11328386019837 [PredictedY] => Array ( [0] => 0.11328386019837 [1] => 0.11049454339005 [2] => 0.10770522658173 [3] => 0.10491590977341 [4] => 0.10212659296509 [5] => 0.099337276156767 [6] => 0.096547959348447 [7] => 0.093758642540127 [8] => 0.090969325731806 [9] => 0.088180008923486 [10] => 0.085390692115166 [11] => 0.082601375306846 [12] => 0.079812058498526 [13] => 0.077022741690206 [14] => 0.074233424881886 [15] => 0.071444108073566 [16] => 0.068654791265246 [17] => 0.065865474456925 [18] => 0.063076157648605 [19] => 0.060286840840285 [20] => 0.057497524031965 [21] => 0.054708207223645 [22] => 0.051918890415325 [23] => 0.049129573607005 [24] => 0.046340256798685 ) [Error] => Array ( [0] => 0.41781168667166 [1] => 0.38615839586087 [2] => -0.53599639477304 [3] => 0.18422692615893 [4] => -0.020779285160954 [5] => -0.16383001033205 [6] => -0.075358660278509 [7] => -0.075474334113596 [8] => -0.16052973096511 [9] => -0.17595795239107 [10] => -0.063374952297446 [11] => -0.083035887080864 [12] => -0.10254584607123 [13] => -0.030917954444167 [14] => 0.032297428940496 [15] => 0.075613562954794 [16] => -0.012894326577511 [17] => -0.012787030973506 [18] => 0.17042760269253 [19] => 0.25819388433423 [20] => 0.23431516343515 [21] => 0.044627070462313 [22] => -0.10546662540225 [23] => -0.057460566227056 [24] => -0.12726216442261 ) [SquaredError] => Array ( [0] => 0.17456660551942 [1] => 0.14911830669384 [2] => 0.2872921352097 [3] => 0.033939560321966 [4] => 0.00043177869180026 [5] => 0.026840272285401 [6] => 0.0056789276789717 [7] => 0.0056963751098907 [8] => 0.025769794523729 [9] => 0.030961201009658 [10] => 0.0040163845787035 [11] => 0.006894958543306 [12] => 0.010515650546465 [13] => 0.0009559199070116 [14] => 0.0010431239161664 [15] => 0.0057174109027186 [16] => 0.0001662636578875 [17] => 0.0001635081611174 [18] => 0.029045567759523 [19] => 0.066664081907599 [20] => 0.054903595815643 [21] => 0.0019915754180482 [22] => 0.011123209073739 [23] => 0.0033017166711339 [24] => 0.016195658493528 ) [TotalError] => 0.96310795713129 [SumError] => -1.3877787807814E-16 [SumSquaredError] => 0.95299358239696 [ErrorVariance] => 0.041434503582477 [StdErr] => 0.20355466976337 [SlopeStdErr] => 0.022582363052061 [SlopeVal] => [YIntStdErr] => 0.079038270682214 [YIntTVal] => 1.4332785778404 [R] => -0.10247832883527 [RSquared] => 0.01050180788087 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.49406996103812 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.49665293925092 [1] => -0.42829116819131 [2] => 0.28914283593233 [3] => 0.081347307804132 [4] => -0.064492734175287 [5] => 0.021189299069938 [6] => 0.018284308426531 [7] => -0.0695604052333 [8] => -0.087777943467585 [9] => 0.02201573981772 [10] => -0.00043451177401769 [11] => -0.022733787572707 [12] => 0.046104787246039 [13] => 0.10653085382238 [14] => 0.14705767102836 [15] => 0.055760464687735 [16] => 0.05307844348342 [17] => 0.23350376034113 [18] => 0.31848072517452 [19] => 0.29181268746712 [20] => 0.099335277685958 [21] => -0.053547734986927 [22] => -0.0083309926200515 [23] => -0.080921907623926 [24] => -0.055517327849831 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.056347543509732 [SumXX] => 81.25 [SumXY] => 0.15415521545827 [SumYY] => 0.76400062647248 [Slope] => 0.0018972949594865 [YInt] => 0.050655658631272 [PredictedY] => Array ( [0] => 0.050655658631272 [1] => 0.051129982371144 [2] => 0.051604306111015 [3] => 0.052078629850887 [4] => 0.052552953590759 [5] => 0.05302727733063 [6] => 0.053501601070502 [7] => 0.053975924810374 [8] => 0.054450248550245 [9] => 0.054924572290117 [10] => 0.055398896029988 [11] => 0.05587321976986 [12] => 0.056347543509732 [13] => 0.056821867249603 [14] => 0.057296190989475 [15] => 0.057770514729346 [16] => 0.058244838469218 [17] => 0.05871916220909 [18] => 0.059193485948961 [19] => 0.059667809688833 [20] => 0.060142133428705 [21] => 0.060616457168576 [22] => 0.061090780908448 [23] => 0.061565104648319 [24] => 0.062039428388191 ) [Error] => Array ( [0] => 0.44599728061965 [1] => -0.47942115056246 [2] => 0.23753852982132 [3] => 0.029268677953245 [4] => -0.11704568776605 [5] => -0.031837978260692 [6] => -0.035217292643971 [7] => -0.12353633004367 [8] => -0.14222819201783 [9] => -0.032908832472397 [10] => -0.055833407804006 [11] => -0.078607007342567 [12] => -0.010242756263693 [13] => 0.049708986572778 [14] => 0.089761480038885 [15] => -0.0020100500416117 [16] => -0.0051663949857984 [17] => 0.17478459813204 [18] => 0.25928723922556 [19] => 0.23214487777829 [20] => 0.039193144257253 [21] => -0.1141641921555 [22] => -0.069421773528499 [23] => -0.14248701227225 [24] => -0.11755675623802 ) [SquaredError] => Array ( [0] => 0.19891357432012 [1] => 0.22984463960663 [2] => 0.056424553149673 [3] => 0.00085665550913079 [4] => 0.013699693024627 [5] => 0.0010136568597283 [6] => 0.0012402577011711 [7] => 0.015261224840659 [8] => 0.020228858604661 [9] => 0.0010829912546963 [10] => 0.0031173694270084 [11] => 0.0061790616033544 [12] => 0.00010491405587742 [13] => 0.0024709833460926 [14] => 0.0080571232987712 [15] => 4.0403011697832E-6 [16] => 2.6691637149283E-5 [17] => 0.03054965574418 [18] => 0.067229872425211 [19] => 0.053891244278695 [20] => 0.0015361025567699 [21] => 0.013033462770519 [22] => 0.0048193826398422 [23] => 0.020302548666271 [24] => 0.013819590937206 ) [TotalError] => 0.76400062647248 [SumError] => -1.6653345369377E-16 [SumSquaredError] => 0.76370814855921 [ErrorVariance] => 0.03320470211127 [StdErr] => 0.18222157422015 [SlopeStdErr] => 0.020215668595278 [SlopeVal] => [YIntStdErr] => 0.070754840083472 [YIntTVal] => 0.71593206304349 [R] => 0.019565893281259 [RSquared] => 0.00038282417989361 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 0.093852694039992 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.42829116819131 [1] => 0.28914283593233 [2] => 0.081347307804132 [3] => -0.064492734175287 [4] => 0.021189299069938 [5] => 0.018284308426531 [6] => -0.0695604052333 [7] => -0.087777943467585 [8] => 0.02201573981772 [9] => -0.00043451177401769 [10] => -0.022733787572707 [11] => 0.046104787246039 [12] => 0.10653085382238 [13] => 0.14705767102836 [14] => 0.055760464687735 [15] => 0.05307844348342 [16] => 0.23350376034113 [17] => 0.31848072517452 [18] => 0.29181268746712 [19] => 0.099335277685958 [20] => -0.053547734986927 [21] => -0.0083309926200515 [22] => -0.080921907623926 [23] => -0.055517327849831 [24] => 0.023252459633711 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.037411524325043 [SumXX] => 81.25 [SumXY] => 1.4858624999891 [SumYY] => 0.56226274896637 [Slope] => 0.018287538461404 [YInt] => -0.017451091059168 [PredictedY] => Array ( [0] => -0.017451091059168 [1] => -0.012879206443817 [2] => -0.0083073218284664 [3] => -0.0037354372131154 [4] => 0.00083644740223553 [5] => 0.0054083320175865 [6] => 0.0099802166329375 [7] => 0.014552101248288 [8] => 0.019123985863639 [9] => 0.02369587047899 [10] => 0.028267755094341 [11] => 0.032839639709692 [12] => 0.037411524325043 [13] => 0.041983408940394 [14] => 0.046555293555745 [15] => 0.051127178171096 [16] => 0.055699062786447 [17] => 0.060270947401798 [18] => 0.064842832017149 [19] => 0.0694147166325 [20] => 0.073986601247851 [21] => 0.078558485863202 [22] => 0.083130370478553 [23] => 0.087702255093904 [24] => 0.092274139709255 ) [Error] => Array ( [0] => -0.41084007713214 [1] => 0.30202204237615 [2] => 0.089654629632599 [3] => -0.060757296962172 [4] => 0.020352851667703 [5] => 0.012875976408944 [6] => -0.079540621866237 [7] => -0.10233004471587 [8] => 0.0028917539540808 [9] => -0.024130382253008 [10] => -0.051001542667049 [11] => 0.013265147536346 [12] => 0.069119329497338 [13] => 0.10507426208797 [14] => 0.0092051711319894 [15] => 0.0019512653123234 [16] => 0.17780469755469 [17] => 0.25820977777272 [18] => 0.22696985544997 [19] => 0.029920561053457 [20] => -0.12753433623478 [21] => -0.086889478483254 [22] => -0.16405227810248 [23] => -0.14321958294374 [24] => -0.069021680075544 ) [SquaredError] => Array ( [0] => 0.16878956897795 [1] => 0.091217314081061 [2] => 0.0080379526145585 [3] => 0.0036914491341495 [4] => 0.0004142385710075 [5] => 0.00016579076848369 [6] => 0.0063267105268678 [7] => 0.010471438051553 [8] => 8.3622409309421E-6 [9] => 0.00058227534767629 [10] => 0.0026011573544188 [11] => 0.00017596413916103 [12] => 0.0047774817101616 [13] => 0.01104060055333 [14] => 8.4735175569212E-5 [15] => 3.8074363190764E-6 [16] => 0.031614510472514 [17] => 0.066672289337437 [18] => 0.05151531528298 [19] => 0.00089523997375368 [20] => 0.016265006918845 [21] => 0.0075497814710918 [22] => 0.026913149950613 [23] => 0.020511848938578 [24] => 0.0047639923204507 ) [TotalError] => 0.56226274896637 [SumError] => -3.0531133177192E-16 [SumSquaredError] => 0.53508998134946 [ErrorVariance] => 0.023264781797802 [StdErr] => 0.15252797054246 [SlopeStdErr] => 0.016921459037948 [SlopeVal] => [YIntStdErr] => 0.059225106632818 [YIntTVal] => -0.29465697997576 [R] => 0.21983522464651 [RSquared] => 0.048327525995384 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.080730593053 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.28914283593233 [1] => 0.081347307804132 [2] => -0.064492734175287 [3] => 0.021189299069938 [4] => 0.018284308426531 [5] => -0.0695604052333 [6] => -0.087777943467585 [7] => 0.02201573981772 [8] => -0.00043451177401769 [9] => -0.022733787572707 [10] => 0.046104787246039 [11] => 0.10653085382238 [12] => 0.14705767102836 [13] => 0.055760464687735 [14] => 0.05307844348342 [15] => 0.23350376034113 [16] => 0.31848072517452 [17] => 0.29181268746712 [18] => 0.099335277685958 [19] => -0.053547734986927 [20] => -0.0083309926200515 [21] => -0.080921907623926 [22] => -0.055517327849831 [23] => 0.023252459633711 [24] => 0.028571252692538 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.055686021160397 [SumXX] => 81.25 [SumXY] => -0.054192065586604 [SumYY] => 0.33711297068728 [Slope] => -0.0006669792687582 [YInt] => 0.057686958966672 [PredictedY] => Array ( [0] => 0.057686958966672 [1] => 0.057520214149482 [2] => 0.057353469332293 [3] => 0.057186724515103 [4] => 0.057019979697914 [5] => 0.056853234880724 [6] => 0.056686490063535 [7] => 0.056519745246345 [8] => 0.056353000429156 [9] => 0.056186255611966 [10] => 0.056019510794776 [11] => 0.055852765977587 [12] => 0.055686021160397 [13] => 0.055519276343208 [14] => 0.055352531526018 [15] => 0.055185786708829 [16] => 0.055019041891639 [17] => 0.05485229707445 [18] => 0.05468555225726 [19] => 0.054518807440071 [20] => 0.054352062622881 [21] => 0.054185317805691 [22] => 0.054018572988502 [23] => 0.053851828171312 [24] => 0.053685083354123 ) [Error] => Array ( [0] => 0.23145587696566 [1] => 0.02382709365465 [2] => -0.12184620350758 [3] => -0.035997425445165 [4] => -0.038735671271383 [5] => -0.12641364011402 [6] => -0.14446443353112 [7] => -0.034504005428625 [8] => -0.056787512203173 [9] => -0.078920043184673 [10] => -0.0099147235487378 [11] => 0.050678087844794 [12] => 0.091371649867963 [13] => 0.00024118834452694 [14] => -0.0022740880425986 [15] => 0.17831797363231 [16] => 0.26346168328288 [17] => 0.23696039039267 [18] => 0.044649725428698 [19] => -0.108066542427 [20] => -0.062683055242932 [21] => -0.13510722542962 [22] => -0.10953590083833 [23] => -0.030599368537601 [24] => -0.025113830661585 ) [SquaredError] => Array ( [0] => 0.053571822981943 [1] => 0.00056773039202746 [2] => 0.014846497309211 [3] => 0.0012958146386802 [4] => 0.0015004522288446 [5] => 0.015980408406878 [6] => 0.020869972555467 [7] => 0.0011905263906186 [8] => 0.0032248215422256 [9] => 0.0062283732162707 [10] => 9.8301743047896E-5 [11] => 0.0025682685876047 [12] => 0.0083487783995935 [13] => 5.8171817535648E-8 [14] => 5.1714764254899E-6 [15] => 0.031797299720332 [16] => 0.069412058558248 [17] => 0.056150226615046 [18] => 0.0019935979808581 [19] => 0.011678377592126 [20] => 0.0039291654145885 [21] => 0.018253962363289 [22] => 0.011998113572465 [23] => 0.00093632135489992 [24] => 0.00063070449049877 ) [TotalError] => 0.33711297068728 [SumError] => -3.4694469519536E-16 [SumSquaredError] => 0.33707682570301 [ErrorVariance] => 0.014655514161 [StdErr] => 0.12105996101519 [SlopeStdErr] => 0.013430396826029 [SlopeVal] => [YIntStdErr] => 0.047006388891103 [YIntTVal] => 1.2272152855713 [R] => -0.010354670622967 [RSquared] => 0.00010721920371014 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => -0.049661918214176 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.081347307804132 [1] => -0.064492734175287 [2] => 0.021189299069938 [3] => 0.018284308426531 [4] => -0.0695604052333 [5] => -0.087777943467585 [6] => 0.02201573981772 [7] => -0.00043451177401769 [8] => -0.022733787572707 [9] => 0.046104787246039 [10] => 0.10653085382238 [11] => 0.14705767102836 [12] => 0.055760464687735 [13] => 0.05307844348342 [14] => 0.23350376034113 [15] => 0.31848072517452 [16] => 0.29181268746712 [17] => 0.099335277685958 [18] => -0.053547734986927 [19] => -0.0083309926200515 [20] => -0.080921907623926 [21] => -0.055517327849831 [22] => 0.023252459633711 [23] => 0.028571252692538 [24] => 0.16196661636407 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.050598972377667 [SumXX] => 81.25 [SumXY] => 1.0233843680332 [SumYY] => 0.29325949960773 [Slope] => 0.012595499914255 [YInt] => 0.012812472634902 [PredictedY] => Array ( [0] => 0.012812472634902 [1] => 0.015961347613466 [2] => 0.01911022259203 [3] => 0.022259097570593 [4] => 0.025407972549157 [5] => 0.028556847527721 [6] => 0.031705722506285 [7] => 0.034854597484848 [8] => 0.038003472463412 [9] => 0.041152347441976 [10] => 0.04430122242054 [11] => 0.047450097399103 [12] => 0.050598972377667 [13] => 0.053747847356231 [14] => 0.056896722334795 [15] => 0.060045597313358 [16] => 0.063194472291922 [17] => 0.066343347270486 [18] => 0.06949222224905 [19] => 0.072641097227613 [20] => 0.075789972206177 [21] => 0.078938847184741 [22] => 0.082087722163305 [23] => 0.085236597141868 [24] => 0.088385472120432 ) [Error] => Array ( [0] => 0.06853483516923 [1] => -0.080454081788753 [2] => 0.0020790764779086 [3] => -0.0039747891440624 [4] => -0.094968377782457 [5] => -0.11633479099531 [6] => -0.0096899826885643 [7] => -0.035289109258866 [8] => -0.060737260036119 [9] => 0.0049524398040629 [10] => 0.062229631401842 [11] => 0.099607573629257 [12] => 0.0051614923100677 [13] => -0.00066940387281111 [14] => 0.17660703800634 [15] => 0.25843512786116 [16] => 0.2286182151752 [17] => 0.032991930415472 [18] => -0.12303995723598 [19] => -0.080972089847665 [20] => -0.1567118798301 [21] => -0.13445617503457 [22] => -0.058835262529593 [23] => -0.056665344449331 [24] => 0.073581144243643 ) [SquaredError] => Array ( [0] => 0.0046970236316736 [1] => 0.0064728592764714 [2] => 4.3225590009927E-6 [3] => 1.5798948739757E-5 [4] => 0.0090189927786315 [5] => 0.013533783595921 [6] => 9.3895764504675E-5 [7] => 0.0012453212322842 [8] => 0.0036890147566952 [9] => 2.4526660012867E-5 [10] => 0.0038725270244091 [11] => 0.0099216687243078 [12] => 2.6641002866888E-5 [13] => 4.4810154493452E-7 [14] => 0.031190045873373 [15] => 0.066788715312614 [16] => 0.052266288309893 [17] => 0.0010884674725393 [18] => 0.015138831076631 [19] => 0.0065564793342983 [20] => 0.024558613279885 [21] => 0.018078463004928 [22] => 0.0034615881169261 [23] => 0.0032109612615613 [24] => 0.0054141847882038 ) [TotalError] => 0.29325949960773 [SumError] => -2.7755575615629E-17 [SumSquaredError] => 0.28036946188792 [ErrorVariance] => 0.012189976603822 [StdErr] => 0.11040822706584 [SlopeStdErr] => 0.01224869304366 [SlopeVal] => [YIntStdErr] => 0.042870425652811 [YIntTVal] => 0.29886506699664 [R] => 0.20965298467457 [RSquared] => 0.043954373982955 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.0283137857532 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.064492734175287 [1] => 0.021189299069938 [2] => 0.018284308426531 [3] => -0.0695604052333 [4] => -0.087777943467585 [5] => 0.02201573981772 [6] => -0.00043451177401769 [7] => -0.022733787572707 [8] => 0.046104787246039 [9] => 0.10653085382238 [10] => 0.14705767102836 [11] => 0.055760464687735 [12] => 0.05307844348342 [13] => 0.23350376034113 [14] => 0.31848072517452 [15] => 0.29181268746712 [16] => 0.099335277685958 [17] => -0.053547734986927 [18] => -0.0083309926200515 [19] => -0.080921907623926 [20] => -0.055517327849831 [21] => 0.023252459633711 [22] => 0.028571252692538 [23] => 0.16196661636407 [24] => 0.23477029516092 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.056735891871938 [SumXX] => 81.25 [SumXY] => 1.675830426519 [SumYY] => 0.32529157108998 [Slope] => 0.020625605249464 [YInt] => -0.0051409238764547 [PredictedY] => Array ( [0] => -0.0051409238764547 [1] => 1.5477435911368E-5 [2] => 0.0051718787482775 [3] => 0.010328280060644 [4] => 0.01548468137301 [5] => 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-0.096005292366186 [19] => -0.17375260868243 [20] => -0.1535044302207 [21] => -0.079891044049522 [22] => -0.079728652303062 [23] => 0.048510310056109 [24] => 0.11615758754058 ) [SquaredError] => Array ( [0] => 0.0035226373857486 [1] => 0.00044833072258958 [2] => 0.00017193581206714 [3] => 0.0063822020379947 [4] => 0.010663169688969 [5] => 1.8896822315057E-6 [6] => 0.00068811760216961 [7] => 0.0028823662195722 [8] => 9.9890042714435E-5 [9] => 0.0042594113489965 [10] => 0.010127319050268 [11] => 1.7480544660364E-5 [12] => 1.3376928714678E-5 [13] => 0.02945049565972 [14] => 0.063218066050786 [15] => 0.048227494313863 [16] => 0.00048284703229921 [17] => 0.018513856598175 [18] => 0.0092170161623169 [19] => 0.030189969023949 [20] => 0.023563610097381 [21] => 0.0063825789193226 [22] => 0.0063566579980625 [23] => 0.0023532501817399 [24] => 0.013492585143249 ) [TotalError] => 0.32529157108998 [SumError] => -3.3306690738755E-16 [SumSquaredError] => 0.29072655424756 [ErrorVariance] => 0.012640284967285 [StdErr] => 0.11242902190843 [SlopeStdErr] => 0.012472880102803 [SlopeVal] => [YIntStdErr] => 0.04365508035981 [YIntTVal] => -0.11776232763936 [R] => 0.32597326419696 [RSquared] => 0.10625856897122 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 1.6536361353165 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.021189299069938 [1] => 0.018284308426531 [2] => -0.0695604052333 [3] => -0.087777943467585 [4] => 0.02201573981772 [5] => -0.00043451177401769 [6] => -0.022733787572707 [7] => 0.046104787246039 [8] => 0.10653085382238 [9] => 0.14705767102836 [10] => 0.055760464687735 [11] => 0.05307844348342 [12] => 0.23350376034113 [13] => 0.31848072517452 [14] => 0.29181268746712 [15] => 0.099335277685958 [16] => -0.053547734986927 [17] => -0.0083309926200515 [18] => -0.080921907623926 [19] => -0.055517327849831 [20] => 0.023252459633711 [21] => 0.028571252692538 [22] => 0.16196661636407 [23] => 0.23477029516092 [24] => 0.37657695705651 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.07437867952121 [SumXX] => 81.25 [SumXY] => 2.2413605874192 [SumYY] => 0.40511179939415 [Slope] => 0.027585976460544 [YInt] => -0.0083792498604223 [PredictedY] => Array ( [0] => -0.0083792498604223 [1] => -0.0014827557452862 [2] => 0.0054137383698498 [3] => 0.012310232484986 [4] => 0.019206726600122 [5] => 0.026103220715258 [6] => 0.032999714830394 [7] => 0.03989620894553 [8] => 0.046792703060666 [9] => 0.053689197175802 [10] => 0.060585691290938 [11] => 0.067482185406074 [12] => 0.07437867952121 [13] => 0.081275173636346 [14] => 0.088171667751482 [15] => 0.095068161866619 [16] => 0.10196465598175 [17] => 0.10886115009689 [18] => 0.11575764421203 [19] => 0.12265413832716 [20] => 0.1295506324423 [21] => 0.13644712655743 [22] => 0.14334362067257 [23] => 0.15024011478771 [24] => 0.15713660890284 ) [Error] => Array ( [0] => 0.02956854893036 [1] => 0.019767064171817 [2] => -0.07497414360315 [3] => -0.10008817595257 [4] => 0.0028090132175983 [5] => -0.026537732489276 [6] => -0.055733502403101 [7] => 0.0062085783005086 [8] => 0.059738150761715 [9] => 0.093368473852558 [10] => -0.0048252266032035 [11] => -0.014403741922655 [12] => 0.15912508081992 [13] => 0.23720555153817 [14] => 0.20364101971564 [15] => 0.0042671158193392 [16] => -0.15551239096868 [17] => -0.11719214271694 [18] => -0.19667955183595 [19] => -0.17817146617699 [20] => -0.10629817280859 [21] => -0.1078758738649 [22] => 0.018622995691504 [23] => 0.08453018037321 [24] => 0.21944034815367 ) [SquaredError] => Array ( [0] => 0.00087429908584712 [1] => 0.00039073682597273 [2] => 0.0056211222090257 [3] => 0.010017642965513 [4] => 7.8905552566422E-6 [5] => 0.00070425124567236 [6] => 0.0031062232901165 [7] => 3.8546444513546E-5 [8] => 0.0035686466564294 [9] => 0.0087176719095557 [10] => 2.3282811772263E-5 [11] => 0.00020746778137444 [12] => 0.025320791345947 [13] => 0.056266473680528 [14] => 0.041469664910824 [15] => 1.8208277415655E-5 [16] => 0.024184103744796 [17] => 0.013733998314588 [18] => 0.038682846110391 [19] => 0.03174507135966 [20] => 0.011299301542444 [21] => 0.011637204162115 [22] => 0.00034681596852578 [23] => 0.0071453513939273 [24] => 0.048154066397803 ) [TotalError] => 0.40511179939415 [SumError] => -8.3266726846887E-17 [SumSquaredError] => 0.34328167899002 [ErrorVariance] => 0.01492529039087 [StdErr] => 0.12216910571364 [SlopeStdErr] => 0.013553445382403 [SlopeVal] => [YIntStdErr] => 0.047437058838411 [YIntTVal] => -0.17663932093609 [R] => 0.3906722823524 [RSquared] => 0.15262483219843 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.0353478899439 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.018284308426531 [1] => -0.0695604052333 [2] => -0.087777943467585 [3] => 0.02201573981772 [4] => -0.00043451177401769 [5] => -0.022733787572707 [6] => 0.046104787246039 [7] => 0.10653085382238 [8] => 0.14705767102836 [9] => 0.055760464687735 [10] => 0.05307844348342 [11] => 0.23350376034113 [12] => 0.31848072517452 [13] => 0.29181268746712 [14] => 0.099335277685958 [15] => -0.053547734986927 [16] => -0.0083309926200515 [17] => -0.080921907623926 [18] => -0.055517327849831 [19] => 0.023252459633711 [20] => 0.028571252692538 [21] => 0.16196661636407 [22] => 0.23477029516092 [23] => 0.37657695705651 [24] => 0.34908316877959 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.087494434309596 [SumXX] => 81.25 [SumXY] => 2.8926085687277 [SumYY] => 0.47344467002834 [Slope] => 0.035601336230495 [YInt] => -0.019309574381889 [PredictedY] => Array ( [0] => -0.019309574381889 [1] => -0.010409240324265 [2] => -0.0015089062666411 [3] => 0.0073914277909826 [4] => 0.016291761848606 [5] => 0.02519209590623 [6] => 0.034092429963854 [7] => 0.042992764021478 [8] => 0.051893098079101 [9] => 0.060793432136725 [10] => 0.069693766194349 [11] => 0.078594100251973 [12] => 0.087494434309596 [13] => 0.09639476836722 [14] => 0.10529510242484 [15] => 0.11419543648247 [16] => 0.12309577054009 [17] => 0.13199610459772 [18] => 0.14089643865534 [19] => 0.14979677271296 [20] => 0.15869710677059 [21] => 0.16759744082821 [22] => 0.17649777488583 [23] => 0.18539810894346 [24] => 0.19429844300108 ) [Error] => Array ( [0] => 0.03759388280842 [1] => -0.059151164909035 [2] => -0.086269037200943 [3] => 0.014624312026738 [4] => -0.016726273622624 [5] => -0.047925883478937 [6] => 0.012012357282185 [7] => 0.063538089800904 [8] => 0.095164572949258 [9] => -0.0050329674489904 [10] => -0.016615322710929 [11] => 0.15490966008916 [12] => 0.23098629086492 [13] => 0.1954179190999 [14] => -0.0059598247388863 [15] => -0.16774317146939 [16] => -0.13142676316014 [17] => -0.21291801222164 [18] => -0.19641376650517 [19] => -0.12654431307925 [20] => -0.13012585407805 [21] => -0.0056308244641354 [22] => 0.058272520275082 [23] => 0.19117884811305 [24] => 0.15478472577851 ) [SquaredError] => Array ( [0] => 0.0014133000246132 [1] => 0.0034988603100959 [2] => 0.0074423467795778 [3] => 0.00021387050225538 [4] => 0.00027976822929889 [5] => 0.0022968903072367 [6] => 0.00014429672747486 [7] => 0.0040370888555477 [8] => 0.0090562959446147 [9] => 2.5330761342597E-5 [10] => 0.00027606894878832 [11] => 0.02399700278894 [12] => 0.053354666567534 [13] => 0.038188163105335 [14] => 3.5519510918241E-5 [15] => 0.028137771574611 [16] => 0.017272994074752 [17] => 0.045334079928415 [18] => 0.038578367672748 [19] => 0.0160134631727 [20] => 0.016932737899542 [21] => 3.1706184145906E-5 [22] => 0.0033956866192099 [23] => 0.036549351965834 [24] => 0.023958311334328 ) [TotalError] => 0.47344467002834 [SumError] => -4.4408920985006E-16 [SumSquaredError] => 0.37046393978986 [ErrorVariance] => 0.01610712781695 [StdErr] => 0.12691385983001 [SlopeStdErr] => 0.014079828590281 [SlopeVal] => [YIntStdErr] => 0.049279400065984 [YIntTVal] => -0.3918386659747 [R] => 0.46638370448278 [RSquared] => 0.21751375980708 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.5285347759894 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.0695604052333 [1] => -0.087777943467585 [2] => 0.02201573981772 [3] => -0.00043451177401769 [4] => -0.022733787572707 [5] => 0.046104787246039 [6] => 0.10653085382238 [7] => 0.14705767102836 [8] => 0.055760464687735 [9] => 0.05307844348342 [10] => 0.23350376034113 [11] => 0.31848072517452 [12] => 0.29181268746712 [13] => 0.099335277685958 [14] => -0.053547734986927 [15] => -0.0083309926200515 [16] => -0.080921907623926 [17] => -0.055517327849831 [18] => 0.023252459633711 [19] => 0.028571252692538 [20] => 0.16196661636407 [21] => 0.23477029516092 [22] => 0.37657695705651 [23] => 0.34908316877959 [24] => 0.36229393796423 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.1012548194911 [SumXX] => 81.25 [SumXY] => 3.4920741705717 [SumYY] => 0.53943569070384 [Slope] => 0.042979374407036 [YInt] => -0.027683303730003 [PredictedY] => Array ( [0] => -0.027683303730003 [1] => -0.016938460128244 [2] => -0.0061936165264852 [3] => 0.0045512270752738 [4] => 0.015296070677033 [5] => 0.026040914278792 [6] => 0.036785757880551 [7] => 0.04753060148231 [8] => 0.058275445084069 [9] => 0.069020288685828 [10] => 0.079765132287587 [11] => 0.090509975889346 [12] => 0.1012548194911 [13] => 0.11199966309286 [14] => 0.12274450669462 [15] => 0.13348935029638 [16] => 0.14423419389814 [17] => 0.1549790374999 [18] => 0.16572388110166 [19] => 0.17646872470342 [20] => 0.18721356830518 [21] => 0.19795841190694 [22] => 0.20870325550869 [23] => 0.21944809911045 [24] => 0.23019294271221 ) [Error] => Array ( [0] => -0.041877101503297 [1] => -0.07083948333934 [2] => 0.028209356344205 [3] => -0.0049857388492915 [4] => -0.03802985824974 [5] => 0.020063872967247 [6] => 0.069745095941831 [7] => 0.09952706954605 [8] => -0.0025149803963338 [9] => -0.015941845202408 [10] => 0.15373862805355 [11] => 0.22797074928517 [12] => 0.19055786797601 [13] => -0.012664385406906 [14] => -0.17629224168155 [15] => -0.14182034291643 [16] => -0.22515610152207 [17] => -0.21049636534973 [18] => -0.14247142146795 [19] => -0.14789747201088 [20] => -0.025246951941101 [21] => 0.036811883253981 [22] => 0.16787370154782 [23] => 0.12963506966914 [24] => 0.13210099525202 ) [SquaredError] => Array ( [0] => 0.0017536916303174 [1] => 0.0050182323997847 [2] => 0.00079576778535436 [3] => 2.4857591873334E-5 [4] => 0.0014462701184953 [5] => 0.00040255899844582 [6] => 0.0048643784079352 [7] => 0.0099056375724243 [8] => 6.3251263939435E-6 [9] => 0.00025414242845754 [10] => 0.023635565755787 [11] => 0.051970662529643 [12] => 0.036312301047564 [13] => 0.00016038665773465 [14] => 0.031078954477106 [15] => 0.020113009664935 [16] => 0.050695270052615 [17] => 0.044308719825447 [18] => 0.020298105935097 [19] => 0.021873662227209 [20] => 0.00063740858231628 [21] => 0.0013551147487048 [22] => 0.028181579671366 [23] => 0.016805251288122 [24] => 0.017450672946574 ) [TotalError] => 0.53943569070384 [SumError] => -1.3877787807814E-16 [SumSquaredError] => 0.3893485274697 [ErrorVariance] => 0.016928196846509 [StdErr] => 0.13010840421168 [SlopeStdErr] => 0.014434231469354 [SlopeVal] => [YIntStdErr] => 0.050519810142738 [YIntTVal] => -0.54796927486044 [R] => 0.52747506695381 [RSquared] => 0.27822994625793 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.9776004699861 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => -0.087777943467585 [1] => 0.02201573981772 [2] => -0.00043451177401769 [3] => -0.022733787572707 [4] => 0.046104787246039 [5] => 0.10653085382238 [6] => 0.14705767102836 [7] => 0.055760464687735 [8] => 0.05307844348342 [9] => 0.23350376034113 [10] => 0.31848072517452 [11] => 0.29181268746712 [12] => 0.099335277685958 [13] => -0.053547734986927 [14] => -0.0083309926200515 [15] => -0.080921907623926 [16] => -0.055517327849831 [17] => 0.023252459633711 [18] => 0.028571252692538 [19] => 0.16196661636407 [20] => 0.23477029516092 [21] => 0.37657695705651 [22] => 0.34908316877959 [23] => 0.36229393796423 [24] => 0.22891340599469 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.11319377194022 [SumXX] => 81.25 [SumXY] => 3.3199004497281 [SumYY] => 0.52299109977473 [Slope] => 0.040860313227423 [YInt] => -0.0093871677420443 [PredictedY] => Array ( [0] => -0.0093871677420443 [1] => 0.00082791056481137 [2] => 0.011042988871667 [3] => 0.021258067178523 [4] => 0.031473145485378 [5] => 0.041688223792234 [6] => 0.05190330209909 [7] => 0.062118380405946 [8] => 0.072333458712801 [9] => 0.082548537019657 [10] => 0.092763615326513 [11] => 0.10297869363337 [12] => 0.11319377194022 [13] => 0.12340885024708 [14] => 0.13362392855394 [15] => 0.14383900686079 [16] => 0.15405408516765 [17] => 0.1642691634745 [18] => 0.17448424178136 [19] => 0.18469932008821 [20] => 0.19491439839507 [21] => 0.20512947670193 [22] => 0.21534455500878 [23] => 0.22555963331564 [24] => 0.23577471162249 ) [Error] => Array ( [0] => -0.07839077572554 [1] => 0.021187829252909 [2] => -0.011477500645685 [3] => -0.04399185475123 [4] => 0.01463164176066 [5] => 0.064842630030147 [6] => 0.09515436892927 [7] => -0.0063579157182107 [8] => -0.019255015229382 [9] => 0.15095522332148 [10] => 0.225717109848 [11] => 0.18883399383375 [12] => -0.013858494254266 [13] => -0.17695658523401 [14] => -0.14195492117399 [15] => -0.22476091448472 [16] => -0.20957141301748 [17] => -0.14101670384079 [18] => -0.14591298908882 [19] => -0.022732703724139 [20] => 0.039855896765847 [21] => 0.17144748035459 [22] => 0.13373861377081 [23] => 0.13673430464859 [24] => -0.0068613056278042 ) [SquaredError] => Array ( [0] => 0.0061451137188519 [1] => 0.00044892410845042 [2] => 0.00013173302107169 [3] => 0.0019352832844533 [4] => 0.0002140849406123 [5] => 0.0042045666692265 [6] => 0.0090543539263276 [7] => 4.0423092279871E-5 [8] => 0.00037075561148371 [9] => 0.022787479448037 [10] => 0.050948213678136 [11] => 0.035658277227205 [12] => 0.00019205786299553 [13] => 0.03131363305768 [14] => 0.020151199645513 [15] => 0.050517468680006 [16] => 0.043920177154142 [17] => 0.019885710762121 [18] => 0.021290600384834 [19] => 0.00051677581860948 [20] => 0.0015884925070099 [21] => 0.029394238519936 [22] => 0.017886016813338 [23] => 0.018696270067735 [24] => 4.7077514918138E-5 ) [TotalError] => 0.52299109977473 [SumError] => -2.7755575615629E-17 [SumSquaredError] => 0.38733892751498 [ErrorVariance] => 0.016840822935434 [StdErr] => 0.1297721963112 [SlopeStdErr] => 0.014396932551681 [SlopeVal] => [YIntStdErr] => 0.050389263930883 [YIntTVal] => -0.1862930118392 [R] => 0.50929126471126 [RSquared] => 0.25937759231119 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.8381263217527 ) SimpleLinearRegression Object ( [n] => 25 [X] => Array ( [0] => 0 [1] => 0.25 [2] => 0.5 [3] => 0.75 [4] => 1 [5] => 1.25 [6] => 1.5 [7] => 1.75 [8] => 2 [9] => 2.25 [10] => 2.5 [11] => 2.75 [12] => 3 [13] => 3.25 [14] => 3.5 [15] => 3.75 [16] => 4 [17] => 4.25 [18] => 4.5 [19] => 4.75 [20] => 5 [21] => 5.25 [22] => 5.5 [23] => 5.75 [24] => 6 ) [Y] => Array ( [0] => 0.02201573981772 [1] => -0.00043451177401769 [2] => -0.022733787572707 [3] => 0.046104787246039 [4] => 0.10653085382238 [5] => 0.14705767102836 [6] => 0.055760464687735 [7] => 0.05307844348342 [8] => 0.23350376034113 [9] => 0.31848072517452 [10] => 0.29181268746712 [11] => 0.099335277685958 [12] => -0.053547734986927 [13] => -0.0083309926200515 [14] => -0.080921907623926 [15] => -0.055517327849831 [16] => 0.023252459633711 [17] => 0.028571252692538 [18] => 0.16196661636407 [19] => 0.23477029516092 [20] => 0.37657695705651 [21] => 0.34908316877959 [22] => 0.36229393796423 [23] => 0.22891340599469 [24] => 0.27044590801796 ) [ConfInt] => 95 [Alpha] => 0.975 [XMean] => 3 [YMean] => 0.12752272599965 [SumXX] => 81.25 [SumXY] => 3.1384987828859 [SumYY] => 0.50219673057086 [Slope] => 0.038627677327827 [YInt] => 0.011639694016165 [PredictedY] => Array ( [0] => 0.011639694016165 [1] => 0.021296613348122 [2] => 0.030953532680079 [3] => 0.040610452012035 [4] => 0.050267371343992 [5] => 0.059924290675949 [6] => 0.069581210007905 [7] => 0.079238129339862 [8] => 0.088895048671819 [9] => 0.098551968003776 [10] => 0.10820888733573 [11] => 0.11786580666769 [12] => 0.12752272599965 [13] => 0.1371796453316 [14] => 0.14683656466356 [15] => 0.15649348399552 [16] => 0.16615040332747 [17] => 0.17580732265943 [18] => 0.18546424199139 [19] => 0.19512116132334 [20] => 0.2047780806553 [21] => 0.21443499998726 [22] => 0.22409191931921 [23] => 0.23374883865117 [24] => 0.24340575798313 ) [Error] => Array ( [0] => 0.010376045801555 [1] => -0.02173112512214 [2] => -0.053687320252786 [3] => 0.0054943352340034 [4] => 0.056263482478389 [5] => 0.087133380352411 [6] => -0.013820745320171 [7] => -0.026159685856443 [8] => 0.14460871166932 [9] => 0.21992875717074 [10] => 0.18360380013139 [11] => -0.018530528981731 [12] => -0.18107046098657 [13] => -0.14551063795165 [14] => -0.22775847228749 [15] => -0.21201081184535 [16] => -0.14289794369376 [17] => -0.14723606996689 [18] => -0.023497625627311 [19] => 0.039649133837573 [20] => 0.17179887640121 [21] => 0.13464816879233 [22] => 0.13820201864502 [23] => -0.0048354326564819 [24] => 0.027040150034836 ) [SquaredError] => Array ( [0] => 0.00010766232647597 [1] => 0.00047224179907408 [2] => 0.0028823283559252 [3] => 3.0187719663611E-5 [4] => 0.003165579460596 [5] => 0.007592225971638 [6] => 0.00019101300120502 [7] => 0.00068432916410776 [8] => 0.020911679490659 [9] => 0.048368658230667 [10] => 0.033710355422686 [11] => 0.00034338050434279 [12] => 0.03278651184189 [13] => 0.021173345757097 [14] => 0.051873921698729 [15] => 0.044948584339323 [16] => 0.020419822311905 [17] => 0.021678460299295 [18] => 0.00055213841012128 [19] => 0.0015720538140698 [20] => 0.029514853932719 [21] => 0.018130129359129 [22] => 0.019099797957558 [23] => 2.3381408975371E-5 [24] => 0.00073116971390644 ) [TotalError] => 0.50219673057086 [SumError] => -4.1633363423443E-16 [SumSquaredError] => 0.38096381229176 [ErrorVariance] => 0.016563644012685 [StdErr] => 0.12869982133898 [SlopeStdErr] => 0.014277963230177 [SlopeVal] => [YIntStdErr] => 0.049972871305619 [YIntTVal] => 0.23292025677253 [R] => 0.49133006426614 [RSquared] => 0.24140523205177 [DF] => 23 [SlopeProb] => [YIntProb] => [AlphaTVal] => [ConfIntOfSlope] => 0 [RPath] => /usr/local/bin/R [format] => %01.2f [SlopeTVal] => 2.7054052952165 ) FRO (Frontline) Intrinsic Value: Projected FCF
GURUFOCUS.COM » STOCK LIST » Energy » Oil & Gas » Frontline Plc (NYSE:FRO) » Definitions » Intrinsic Value: Projected FCF

Frontline (Frontline) Intrinsic Value: Projected FCF : $-0.59 (As of May. 16, 2024)


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What is Frontline Intrinsic Value: Projected FCF?

Since the intrinsic value calculations based on Discounted Cash Flow Intrinsic Value: DCF (FCF Based), or Discounted Earnings Intrinsic Value: DCF (Earnings Based) cannot be applied to companies without consistent revenue and earnings, GuruFocus developed a valuation model based on normalized Free Cash Flow and Book Value of the company. The details of how we calculate the intrinsic value of stocks are described in detail here.

As of today (2024-05-16), Frontline's Intrinsic Value: Projected FCF is $-0.59. The stock price of Frontline is $27.405. Therefore, Frontline's Price-to-Intrinsic-Value-Projected-FCF of today is 0.0.

The historical rank and industry rank for Frontline's Intrinsic Value: Projected FCF or its related term are showing as below:

During the past 13 years, the highest Price-to-Intrinsic-Value-Projected-FCF of Frontline was 10.20. The lowest was 10.20. And the median was 10.20.

FRO's Price-to-Projected-FCF is not ranked *
in the Oil & Gas industry.
Industry Median: 0.82
* Ranked among companies with meaningful Price-to-Projected-FCF only.

Frontline Intrinsic Value: Projected FCF Historical Data

The historical data trend for Frontline's Intrinsic Value: Projected FCF can be seen below:

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

* Premium members only.

Frontline Intrinsic Value: Projected FCF Chart

Frontline Annual Data
Trend Dec14 Dec15 Dec16 Dec17 Dec18 Dec19 Dec20 Dec21 Dec22 Dec23
Intrinsic Value: Projected FCF
Get a 7-Day Free Trial Premium Member Only Premium Member Only -7.24 -7.74 -10.01 1.19 -0.59

Frontline Quarterly Data
Mar19 Jun19 Sep19 Dec19 Mar20 Jun20 Sep20 Dec20 Mar21 Jun21 Sep21 Dec21 Mar22 Jun22 Sep22 Dec22 Mar23 Jun23 Sep23 Dec23
Intrinsic Value: Projected FCF Get a 7-Day Free Trial Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only 1.19 1.77 5.39 8.26 -0.59

Competitive Comparison of Frontline's Intrinsic Value: Projected FCF

For the Oil & Gas Midstream subindustry, Frontline's Price-to-Projected-FCF, along with its competitors' market caps and Price-to-Projected-FCF data, can be viewed below:

* Competitive companies are chosen from companies within the same industry, with headquarter located in same country, with closest market capitalization; x-axis shows the market cap, and y-axis shows the term value; the bigger the dot, the larger the market cap. Note that "N/A" values will not show up in the chart.

Frontline's Price-to-Projected-FCF Distribution in the Oil & Gas Industry

For the Oil & Gas industry and Energy sector, Frontline's Price-to-Projected-FCF distribution charts can be found below:

* The bar in red indicates where Frontline's Price-to-Projected-FCF falls into.


Frontline Intrinsic Value: Projected FCF Calculation

Since the intrinsic value calculations based on Discounted Cash Flow Intrinsic Value: DCF (FCF Based), or Discounted Earnings Intrinsic Value: DCF (Earnings Based) cannot be applied to companies without consistent revenue and earnings, GuruFocus developed a valuation model based on normalized Free Cash Flow and Book Value of the company.

The details of how we calculate the intrinsic value of stocks are described in detail here.

This method smooths out the free cash flow over the past 6-7 years, multiplies the results by a growth multiple, and adds a portion of Total Stockholders Equity.

Intrinsic Value: Projected FCF = ( Growth Multiple * Free Cash Flow (6 year avg) + 0.8 * Total Stockholders Equity (most recent) ) / Shares Outstanding (Diluted Average)

In the case of negative Total Stockholders Equity, the following formula is used (see Explanation section below for the reason):

Intrinsic Value: Projected FCF = ( Growth Multiple * Free Cash Flow (6 year avg) + Total Stockholders Equity (most recent) / 0.8 ) / Shares Outstanding (Diluted Average)


Add all the Free Cash Flow together and divide 6 will get Frontline's Free Cash Flow(6 year avg) = $-176.48.

Frontline's Intrinsic Value: Projected FCF for today is calculated as

Intrinsic Value: Projected FCF=(Growth Multiple*Free Cash Flow (6 year avg)+Total Stockholders Equity (Dec23)*0.8)/Shares Outstanding (Diluted Average)
=(11.069452086404*-176.47584+2277.818*0.8)/222.623
=-0.59

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

Frontline  (NYSE:FRO) Intrinsic Value: Projected FCF Explanation

The growth multiple is capped between 8.35 and 17.74.

Total Stockholders Equity weighting is more art than science and it should always be revisited in more detail when researching a company. Weightings from 0% to 100% to more than 100% are possible. 80% was chosen as a happy median after taking the above ideas into consideration.

Frontline's Price-to-Intrinsic-Value-Projected-FCF for today is calculated as

Price-to-Intrinsic-Value-Projected-FCF=Share Price/Intrinsic Value: Projected FCF
=27.405/-0.58950088395097
=

* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD.
* For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.

Frontline Intrinsic Value: Projected FCF Related Terms

Thank you for viewing the detailed overview of Frontline's Intrinsic Value: Projected FCF provided by GuruFocus.com. Please click on the following links to see related term pages.

Frontline (Frontline) Business Description

Industry
GURUFOCUS.COM » STOCK LIST » Energy » Oil & Gas » Frontline Plc (NYSE:FRO) » Definitions » Intrinsic Value: Projected FCF
Comparable Companies
ETRN DTM ENLC STNG AM PAGP VNOM NS HESM INSW TSX:ENB EPD ET WMB OKE MPLX KMI TSX:TRP LNG TRGP
Traded in Other Exchanges
FROo:Sweden FRO:Norway FRO1:Mexico FROo:UK 0REH:UK HF6:Germany
Address
8, John Kennedy Street, 7th floor, Iris House, Office 740B, Limassol, CYP, 3106
Website
https://www.frontlineplc.cy
Frontline Plc is an international shipping company engaged in the seaborne transportation of crude oil and oil products. Group operates through the tankers segment. The tankers segment includes crude oil tankers and product tankers. Its geographical area of operation includes Arabian Gulf, West African, the North Sea, and the Caribbean. Frontline earns revenue through voyage charters, time charters, and a finance lease. It is also involved in the charter, purchase, and sale of vessels.

Frontline (Frontline) Headlines

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