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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 KKR's Predictability Rank provided by GuruFocus.com. Please click on the following links to see related term pages.
Kimberly A. Ross | director | C/O AVON PRODUCTS,INC., 1345 AVENUE OF THE AMERICAS`, NEW YORK NY 10105-0196 |
David Sorkin | officer: General Counsel and Secretary | C/O KKR & CO. INC., 30 HUDSON YARDS, NEW YORK NY 10019 |
Kathryn King Sudol | officer: General Counsel and Secretary | C/O KKR & CO. INC., 30 HUDSON YARDS, NEW YORK NY 10001 |
Matt Cohler | director | 2480 SAND HILL ROAD, SUITE 200, MENLO PARK CA 94025 |
Raymond J Mcguire | director | 5 GIRALDA FARMS, MADISON NJ 07940 |
Ryan Stork | officer: Chief Operating Officer | 30 HUDSON YARDS, NEW YORK NY 10001 |
Henry R Kravis | director, 10 percent owner, officer: Co-Chairman and Co-CEO | C/O KOHLBERG KRAVIS ROBERTS & CO. L.P., 30 HUDSON YARDS, NEW YORK NY 10001 |
George R Roberts | director, 10 percent owner, officer: Co-Chairman and Co-CEO | C/O KOHLBERG KRAVIS ROBERTS & CO. L.P., 2800 SAND HILL ROAD, MENLO PARK CA 94025 |
Evan Spiegel | director | C/O SNAP INC., 3000 31ST STREET, SANTA MONICA CA 90405 |
Adriane M Brown | director | 3150 139TH AVENUE S.E., BELLEVUE WA 98040 |
Arturo Gutierrez | director | C/O KKR & CO. INC., 30 HUDSON YARDS, NEW YORK NY 10001 |
Dane E Holmes | director | C/O GOLDMAN SACHS & CO. LLC, 200 WEST STREET, NEW YORK NY 10282 |
Robert W Scully | director | C/O KKR & CO. INC., 30 HUDSON YARDS, NEW YORK NY 10001 |
John B Hess | director | C/O HESS CORPORATION, 1185 AVENUE OF THE AMERICAS, NEW YORK NY 10036 |
Robert H Lewin | officer: Chief Financial Officer | C/O KKR & CO. INC., 9 WEST 57TH STREET, SUITE 4200, NEW YORK NY 10019 |
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