What is Bank of America Predictability Rank?
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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.
Bank of America 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.
| 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 Valuations
Part III: Intrinsic Value, Discounted Cash Flow and Margin of Safety
Bank of America (Bank of America) Business Description
Traded in Other Exchanges
Address
100 North Tryon Street, Bank of America Corporate Center, Charlotte, NC, USA, 28255
Bank of America is one of the largest financial institutions in the United States, with more than $2.5 trillion in assets. It is organized into four major segments: consumer banking, global wealth and investment management, global banking, and global markets. Bank of America's consumer-facing lines of business include its network of branches and deposit-gathering operations, retail lending products, credit and debit cards, and small-business services. The company's Merrill Lynch operations provide brokerage and wealth-management services, as does its private bank. Wholesale lines of business include investment banking, corporate and commercial real estate lending, and capital markets operations. Bank of America has operations in several countries but is primarily U.S.-focused.
Executives
| Thomas D Woods |
director |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| James P Demare |
officer: President, Global Markets |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Dean C Athanasia |
officer: Pres Prf & Sm Bs Bk & Co-Hd CB |
100 FEDERAL STREET, BOSTON MA 02110 |
| Lindsay D. Hans |
officer: Pres, Merrill Wealth Mgmt |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Eric A. Schimpf |
officer: Pres, Merrill Wealth Mgmt |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Matthew M Koder |
officer: Pres, Gl Corp & Invest Banking |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Jose E Almeida |
director |
ONE BAXTER PARKWAY, DEERFIELD IL 60015 |
| Andrew M. Sieg |
officer: Pres, Merill Lynch Wlth Mgmt |
100 N TRYON STREET, CHARLOTTE NC 28255 |
| Frank P Bramble |
director |
|
| Bruce R. Thompson |
officer: Vice Chair, Head Ent Credit |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Alastair M Borthwick |
officer: Pres, Global Com Banking |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Aditya Bhasin |
officer: Chief Tech & Info Officer |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Lauren A Mogensen |
officer: Global Compl & Op Risk Exec |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Thomas M Scrivener |
officer: Chief Operations Executive |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
| Bernard A Mensah |
officer: President, International |
100 NORTH TRYON STREET, CHARLOTTE NC 28255 |
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