The Time-Variance Relationship of Security Returns: Implications for the Return-Generating Stochastic Process

Abstract

Using a test statistic which specifically allows for parameter shifts over time, we investigate the time-variance relationship of security returns. The null hypothesis of stationary and independent increments is rejected, and the existence of a complex short-term reversal phenomenon is reported.