Mean Reversion of Abnormal Stock Returns
Sandip Mukherji
Abstract
Sandip Mukherji
Abstract
This study tests for mean reversion in abnormal stock returns that divert more than one standard deviation from the mean. Biases due to a small sample, the January effect, and unique events are avoided by using large samples generated by a block bootstrap procedure starting in random months and studying two different periods. The results show stronger mean reversion in abnormal returns than in all returns for large- and small-company stocks during both periods, thus supporting the rationale for time diversification. Both large and small-company stocks exhibited the strongest mean reversion for four-year returns from 1926–1966 and for five-year returns from 1967–2007. TOPICS:Security analysis and valuation, performance measurement, financial crises and financial market history
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This study tests for mean reversion in abnormal stock returns that divert more than one standard deviation from the mean. Biases due to a small sample, the January effect, and unique events are avoided by using large samples generated by a block bootstrap procedure starting in random months and studying two different periods. The results show stronger mean reversion in abnormal returns than in all returns for large- and small-company stocks during both periods, thus supporting the rationale for time diversification. Both large and small-company stocks exhibited the strongest mean reversion for four-year returns from 1926–1966 and for five-year returns from 1967–2007. TOPICS:Security analysis and valuation, performance measurement, financial crises and financial market history
Key concepts: Mean reversion, Economics, Stock (firearms), Econometrics, Diversification (marketing strategy), Standard deviation, Financial economics, Stock market