"It is a fundamental error to assume that the concept of reversion to a mean applies in domains that are not described like that," he says. The idea was popularized in the early to mid 2000s when there was an observation that stock markets reverted to some kind of PE mean. "When people tried to apply that prospectively as in the past 20 years, it hasn't worked at all."