Warren Buffett said many times that the companies he likes are:
1. Simple businesses that he understands
2. that have predictable and proven earnings and
3. with economic moat
4. those can be bought at a reasonable price.
GuruFocus conducted a back test study of Warren Buffett's strategy of "buying good companies at fair prices" for the years from 1998-2008.
MDU Resources Group Predictability Rank Calculation
In our database there are 2403 stocks that have been traded from Jan. 2, 1998 to Aug. 31, 2008. We have the complete 10-year financial data and trading prices of these companies for this period. We rank the predictability of these companies based on the consistency of their revenue per share and EBITDA (earning before interest, tax, depreciation and amortization) per share over the past ten fiscal years, and study the correlation between the stock performances and the predictability of the business.
Our study may be subject to these biases and assumptions:
Dividend yields are not counted for investment returns
Effects of price changes due to spin-offs may not be fully adjusted
Study is subjected to survivorship bias due to de-listing, bankruptcy, LBO, M&A, etc.
The correlation between business predictability and investment returns of a company is showed below.
Correlation Between Business Predictability and Investment Returns
Predictables
Non-Predictable
All stocks
Total Number of stocks
570
1833
2403
Total Lost Money
61
830
891
Total Lost More Than 50%
18
412
430
Total Lost More Than 90%
4
86
90
Average Gain
260.6%
100.0%
138.1%
Median Gain
150.0%
13.0%
39.0%
Maximum Gain
2852.0%
11483.0%
11483.0%
Maximum Loss
-100.0%
-100.0%
-100.0%
Annualized Average Gain
12.7%
6.7%
8.4%
Annualized Median Gain
8.9%
1.1%
3.1%
For the 570 predictable companies, we have seen strong correlation between the predictability of businesses and the stock performances over the past 10 years, regardless of the valuation of business at 1998. Accordingly, we have ranked the business predictability from 5-star to 1-star, as shown in this table.
MDU Resources Group Predictability Rank Related Terms
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MDU Resources Group (MDU Resources Group) Business Description
MDU Resources Group Inc operates in five business segments, which includes: Electric segment, which generates, transmits, and distributes electricity in Montana, North Dakota, South Dakota, and Wyoming; The natural gas distribution segment distributes natural gas in those states, as well as in Idaho, Minnesota, Oregon and Washington; The pipeline segment provides natural gas transportation and underground storage services through a regulated pipeline system primarily in the Rocky Mountain and northern Great Plains regions of the United States; The construction materials and contracting segment mines, processes and sells construction aggregates (crushed stone, sand, and gravel); produces and sells asphalt mix, and supplies ready-mixed concrete; and The construction services segment.
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