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Caterpillar (Caterpillar) Predictability Rank


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What is Caterpillar Predictability Rank?

1 (5)

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.


Caterpillar 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

PredictablesNon-PredictableAll stocks
Total Number of stocks57018332403
Total Lost Money61830891
Total Lost More Than 50%18412430
Total Lost More Than 90%48690
Average Gain260.6%100.0%138.1%
Median Gain150.0%13.0%39.0%
Maximum Gain2852.0%11483.0%11483.0%
Maximum Loss-100.0%-100.0%-100.0%
Annualized Average Gain12.7%6.7%8.4%
Annualized Median Gain8.9%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 Rank5-Star4.5-Star4-Star3.5-Star3-Star2.5-Star2-Star1-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

Caterpillar Predictability Rank Related Terms

Thank you for viewing the detailed overview of Caterpillar's Predictability Rank provided by GuruFocus.com. Please click on the following links to see related term pages.


Caterpillar (Caterpillar) Business Description

Address
5205 N. O'Connor Boulevard, Suite 100, Irving, TX, USA, 75039
Caterpillar is the premier manufacturer of heavy equipment, power solutions, and locomotives. It is currently the world's largest manufacturer of heavy equipment with over 13% market share in 2021. The company is divided into four reportable segments: construction industries, resource industries, energy and transportation, and Caterpillar Financial Services. Its products are available through a dealer network that covers the globe with about 2,700 branches maintained by 160 dealers. Caterpillar Financial Services provides retail financing for machinery and engines to its customers, in addition to wholesale financing for dealers, which increases the likelihood of Caterpillar product sales.
Executives
Anthony D. Fassino officer: Group President 510 LAKE COOK ROAD, SUITE 100, DEERFIELD IL 60015
Cheryl H Johnson officer: Chief Human Resources Officer 40 WESTMINSTER STREET, PROVIDENCE RI 02903
Joseph E Creed officer: Interim CFO 510 LAKE COOK ROAD, SUITE 100, DEERFIELD IL 60015
Denise C Johnson officer: Group President C/O CATERPILLAR, INCORPORATED, 901 WEST WASHINGTON, CV41110, EAST PEORIA IL 61630
Lange Bob De officer: Group President 510 LAKE COOK ROAD, SUITE 100, DEERFIELD IL 60015
Fish James C Jr director 800 CAPITOL STREET 3000, HOUSTON TX 77002
Judith Fran Marks director C/O HUBBELL INCORPORATED, 40 WATERVIEW DRIVE, SHELTON CT 06484
David Maclennan director 14701 CHARLSON ROAD, EDEN PRAIRIE MN 55347
Suzette M Long officer: Int. Executive Vice President 510 LAKE COOK ROAD, SUITE 100, DEERFILED IL 60015
Daniel M Dickinson director THAYER CAPITAL PARTNERS, 1455 PENNSYLVANIA AVENUE NW, STE 350, WASHINGTON DC 20004
William E Schaupp officer: Chief Accounting Officer PPG INDUSTRIES, INC., ONE PPG PLACE, PITTSBURGH PA 15272
Gary Michael Marvel officer: Chief Accounting Officer 510 LAKE COOK ROAD, SUITE 100, DEERFIELD IL 60015
Gerald Johnson director 300 RENAISSANCE CENTER, M/C: 482-C23-A68, DETROIT MI 48265
Ramin Younessi officer: Group President 510 LAKE COOK ROAD, SUITE 100, DEERFIELD IL 60015
William P Ainsworth officer: Group President 510 LAKE COOK ROAD, SUITE 100, DEERFIELD X1 60015

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