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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.
It is hard to quantify "simple businesses that he (Buffett) understands", so we will focus on the other three characteristics instead. In GuruFocus Research: What worked in the market from 1998-2008? Part I: Introduction of Predictability Rank, we will show that the businesses that have predictable and proven earnings are usually also simple businesses that an average person could understand.
GuruFocus conducted a back test study of Warren Buffett's strategy of "buying good companies at fair prices" for the years from 1998-2008.
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.
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.
Predictability Rank | 5-Star | 4.5-Star | 4-Star | 3.5-Star | 3-Star | 2.5-Star | 2-Star | 1-Star (non-predictable) | Average among all |
---|---|---|---|---|---|---|---|---|---|
% Out of All 2403 Stocks | 3.3% | 2.9% | 3.7% | 3.3% | 3.3% | 3.7% | 3.3% | 76.3% | 100% |
% that are in Loss (10y) | 3% | 10% | 8% | 9% | 11% | 18% | 16% | 45% | 37% |
Average Gain (10y) | 364.6% | 330.9% | 278.0% | 235.1% | 243.5% | 227.8% | 154.8% | 100.0% | 138.1% |
Median Gain (10y) | 238.5% | 193.5% | 171.0% | 159.0% | 132.5% | 113.5% | 87.0% | 13.0% | 39.0% |
Maximum Gainer | 2228.0% | 2547.0% | 2452.0% | 2852.0% | 2432.0% | 1892.0% | 1807.0% | 11483.0% | 11483.0% |
Maximum Loser | -82.0% | -53.0% | -67.0% | -100.0% | -83.0% | -100.0% | -78.0% | -100.0% | -100.0% |
Annualized Average Gain | 15.4% | 14.6% | 13.2% | 12.0% | 12.2% | 11.7% | 9.1% | 6.7% | 8.4% |
Annualized Median Gain | 12.1% | 10.6% | 9.8% | 9.3% | 8.2% | 7.3% | 6.0% | 1.1% | 3.1% |
For detailed information about each predictability rank, please go to GuruFocus Research: What worked in the market from 1998-2008? Part I: Introduction of Predictability Rank
Also read:
Part II: What worked in the market from 1998-2008? Part II: Role of ValuationsThank you for viewing the detailed overview of Arcus Biosciences's Predictability Rank provided by GuruFocus.com. Please click on the following links to see related term pages.
Alexander Azoy | officer: Chief Accounting Officer | 30699 RUSSELL RANCH ROAD, SUITE 140, WESTLAKE VILLAGE CA 91362 |
Jennifer Jarrett | officer: See Remarks | C/O MEDIVATION, INC., 525 MARKET ST., 36TH FLOOR, SAN FRANCISCO CA 94105 |
Juan C. Jaen | director, 10 percent owner, officer: President | 850 MAUDE AVENUE, MOUNTAIN VIEW CA 94043 |
Gilead Sciences Inc | 10 percent owner | 333 LAKESIDE DR, FOSTER CITY CA 94404 |
Goeltz Ii Robert C. | officer: Chief Financial Officer | 343 OYSTER POINT BLVD, SUITE 100, SOUTH SAN FRANCISCO CA 94080 |
Terry J Rosen | director, 10 percent owner, officer: Chief Executive Officer | C/O TULARK INC, TWO CORP DRIVE S, SAN FRANCISCO CA 94080 |
Carolyn C. Tang | officer: General Counsel | 3928 POINT EDEN WAY, HAYWARD CA 94545 |
Dimitry Sa Nuyten | officer: Chief Medical Officer | 740 HEINZ AVENUE, C/O ADURO BIOTECH, INC., BERKELEY CA 94710 |
Linda Slanec Higgins | director | 3610 LOUIS RD., PALO ALTO CA 94303 |
Nicole Lambert | director | 322 NORTH 2200 WEST, SALT LAKE CITY UT 84116 |
William Grossman | officer: Chief Medical Officer | C/O BELLICUM PHARMACEUTICALS, INC., 2130 W. HOLCOMBE BLVD., STE. 800, HOUSTON TX 77030 |
Yasunori Kaneko | director, 10 percent owner | 509 ROEHAMPTON, HILLS BOROUGH CA 94010 |
Kathryn E Falberg | director | C/O AXOVANT SCIENCES, INC., 320 WEST 37TH STREET, 5TH FLOOR, NEW YORK NY 10018 |
Michael Quigley | director | 333 LAKESIDE DRIVE, FOSTER CITY CA 94404 |
Andrew J Perlman | director | 618 MIRADA AVE, STANFORD CA 94305 |
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