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The Intra-Day Stock Return Periodicity Puzzle | Synapse
March 3, 2026
Open Access
The Intra-Day Stock Return Periodicity Puzzle
CH
Charlotte Haendler
Southern Methodist University
SH
Steven L. Heston
University of Maryland, College Park
RK
Robert A. Korajczyk
Kellogg's (Canada)
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Key Points
Intra-day stock return patterns exhibit significant periodicity, challenging traditional market theories.
Key findings revealed that stock returns are not evenly distributed, with distinct peaks and troughs throughout the trading day.
Assessment using time series analysis on high-frequency trading data from various markets over a two-year period.
The patterns observed may suggest inefficiencies in the market, highlighting the need for further exploration.
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Haendler et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75d46c6e9836116a2709c
https://doi.org/https://doi.org/10.2139/ssrn.5749704