Comparing Intraday Price-Volume Factors in Stocks and Futures

Summary

This research summary compares minute-data factors across equities and futures, grouping them into return-distribution, volume-distribution, combined price-volume, order-flow, and trend-strength measures. It reports that several factors behave differently by market: many equity factors show reversal patterns, while futures factors more often show momentum. Examples include realized return skew and downside volatility share, time-of-day volume share, price-volume relationships, and order-flow signals.

The summary gives reported long-short return spreads, information ratios, and annualized returns for selected factors. It also describes a modified one-month reversal factor that removes overnight and early-session returns and reports an improvement in its spread. These are study-specific results rather than guarantees of future performance. Some findings weaken after controlling for style factors, and volume timing factors do not distinguish futures well because contracts trade on different schedules. The source is a summary of a research report; detailed data, test design, transaction costs, and robustness checks are not included in the supplied text.

Key ideas

• The summary groups minute-based signals into return, volume, price-volume, order-flow, and trend categories.
• Many reported equity factors exhibit reversal, while several futures factors exhibit momentum.
• The predictive value of volume during particular parts of the day differs between equities and futures.
• A modified monthly reversal signal performs better in the reported analysis after excluding overnight and early-session moves.
• Some findings weaken after style adjustment, and the summary does not provide full details on costs or robustness.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.