[ This article is based on Chapter 3 of Equity Management by Jacobs and Levy ]
It is not easy to tell who is the real deal when they about investing in equities and who is merely making up a story on a good investment strategy ?
The really smart quants have a decent answer : Disentanglement.
When we say that a low P/E strategy produces returns which are above average compared to the rest of the markets, this concept of P/E is entangled with many other value measures. If lower P/E stocks also tend to be smaller companies, then it may well be said that the outperformance was attributed to smaller companies rather than the low P/E strategy itself.
Do deal with this problem, the quants will employ a mathematical process to disentangle P/E from the effect of small companies. One possible approach would be to divide companies into buckets ......