"For the record, we had also been looking at a related idea, now called “pairs trading”."
"In August 1992 we launched a new, simpler principal components version. This evolved
into the “omnivore” program, which incorporated additional predictors as they were discovered.
The results: in 10 years, from August 1992 through October 2002, we compounded at 26% per annum net before our performance fee, 20% net to investors, and made a total of about $350 million in profit. Some statistics: 10 day average turnover; typically about 200 long and 200 short positions; 10,000 separate bets per year, 100,000 separate bets in 10 years. The gross expectation per bet at about (2/3)% × 1.5 leverage × 2 sides × 25 turnovers per year is about 50% per year. Commissions and market impact costs reduced this to about 26%.
Concluding remarks
Where do the ideas come from? Mine come from sitting and thinking, academic journals, general and financial reading, networking, and discussions with other people.
In each of our three examples, the market was inefficient, and the inefficiency or mispricing tended to diminish somewhat, but gradually over many years. Competition tends to drive down returns, so continuous research and development is advisable. In the words of Leroy Satchel Paige, “Don’t look back. Something might be gaining on you”.'