But more recent work has indicated that the random-walk model does not strictly hold. Some patterns appear to exist in the development of stock prices. Over the short holding periods, there is some evidence of momentum in the stock market. Increases in stock prices are slightly more likely to be followed by further increases than by price declines. For longer holding periods, reversion to the mean appears to be the pattern.
