SUMMARYNew York stock price series are analyzed by a new statistical technique. It is found that short‐run movements of the series obey the simple random walk hypothesis proposed by earlier writers, but that the long‐run components are of greater importance than suggested by this hypothesis. The seasonal variation and the ‘businesscycle’ components are shown to be of little or no importance and a surprisingly small connection was found between the amount of stocks sold and the stock price