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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 Avalara's Predictability Rank provided by GuruFocus.com. Please click on the following links to see related term pages.
Marcela Martin | director | C/O SQUARESPACE, INC., 225 VARICK STREET, 12TH FLOOR, NEW YORK NY 10014 |
Bruce T Crawford | director | 255 SOUTH KING ST., SUITE 1800, SEATTLE WA 98104 |
Srinivas Tallapragada | director | THE LANDMARK AT ONE MARKET STREET, #300, SAN FRANCISCO CA 94105 |
Ross Tennenbaum | officer: See Remarks | 255 S KING ST, STE 1800, SEATTLE WA 98104 |
Brian Sharples | director | 1250 CAPITAL OF TX HWY, BLDG 2, PLAZA 1, AUSTIN TX 78746 |
Wp Avlr Holdco Llc | 10 percent owner | C/O WARBURG PINCUS LLC, 450 LEXINGTON AVENUE, NEW YORK NY 10017 |
Amit Mathradas | officer: See Remarks | 255 S KING ST, STE 1800, SEATTLE WA 98104 |
Kathleen Zwickert | director | 255 S KING ST, STE 1800, SEATTLE WA 98104 |
William Ingram | officer: See Remarks | C/O LEAP WIRELESS INTERNATIONAL, INC., 5887 COPLEY DRIVE, SAN DIEGO CA 92111 |
Dooren Pascal Van | officer: See Remarks | 255 SOUTH KING ST., SUITE 1800, SEATTLE WA 98104 |
Rajeev Singh | director | 6222 185TH AVENUE NE, REDMOND WA 98052 |
Marion R Foote | director | C/O KINETA, INC., 219 TERRY AVE. N., SUITE 300, SEATTLE WA 98109 |
Chelsea R. Stoner | director | C/O AVALARA, INC., 255 SOUTH KING ST., SUITE 1800, SEATTLE WA 98104 |
Jared R. Vogt | director | C/O AVALARA, INC., 255 SOUTH KING ST., SUITE 1800, SEATTLE WA 98104 |
Daniel E. Manning | officer: Chief Accounting Officer | 255 SOUTH KING ST., SUITE 1800, SEATTLE WA 98104 |
From GuruFocus
By Business Wire 02-17-2022
By PRNewswire 08-08-2022
By Business Wire 08-08-2022
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