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2008issue C071-5

After-hours session regimes and the next-day close

After the regular cash session ends, a large after-hours print can be treated as an input to the next day's close rather than as a same-session trade. In the collected sample, price, volume, move size, and weekday split that overnight direction into continuation, fade, or sit-out buckets.

  • After the regular cash session ends, a large after-hours print can be treated as an input to the next day's close rather than as a same-session trade.
  • After-hours up names above 25, with volume of at least 100000 and a move of at least 10 percent, showed a positive average next-day close, while cheaper names under the same filters did not.
  • Among after-hours down names held long into the next close, only the 5-to-10 price band printed a positive average result.
  • After-hours volume was not a universal confirmation, and the after-hours up bucket above 50 had only 14 qualifying trades.
Entries in this reading3 entries

From the after-hours print to the next close

After the regular cash session ends, a large after-hours print can be treated as an input to the next day's close rather than as a same-session trade. Session analysis in this workflow holds the print overnight and scores it at the next regular close.

A winning trade was defined as a next-day return of at least 0.5 percent. That hurdle was chosen as a buffer for after-hours slippage and trading costs rather than as a market-derived threshold.

When after-hours strength continued

In the collected sample, after-hours up names above 25 with volume of at least 100000 and a move of at least 10 percent showed a positive average next-day close, while cheaper after-hours up names under the same filters did not.

The after-hours up bucket above 50 in that filter set had only 14 qualifying trades, so the strongest-looking continuation result is also the least supported by sample size.

After-hours volume did not act as a universal confirmation: larger volume reduced next-day losses for after-hours up names under 5, increased losses in the 5-to-25 band, and improved the after-hours up result only above 25.

When after-hours weakness was held or shorted

Among after-hours down names held long into the next close, only the 5-to-10 price band printed a positive average result; other down-side price bands did not. That long-into-weakness slice is the Contrarian strategy leg of the rule set, and only in the band that printed a positive average.

For after-hours down names, smaller overnight percentage declines were associated with better next-day long results than larger declines, across the price bands reported.

A weekday slice of after-hours down names taken as shorts showed Friday with the highest win rate and only 15 qualifying trades, consistent with thin Friday after-hours news flow. Seasonal trading in this workflow is that weekday cut.

The study window sat inside a rising broad-market stretch, so any short-after-hours observation measured there is a same-regime result, not a test across bull and bear market states.

Next-day close after a 10% after-hours move, by share price

After a 10 percent or larger after-hours print, buying strength only paid above $25 a share; cheaper names lost into the next cash close. Overnight weakness was a long solely in the $5–10 band and a short candidate above $10. The averages are the article’s stated next-day returns, not a reread of the bar heights.
After a 10 percent or larger after-hours print, buying strength only paid above $25 a share; cheaper names lost into the next cash close. Overnight weakness was a long solely in the $5–10 band and a short candidate above $10. The averages are the article’s stated next-day returns, not a reread of the bar heights.After-hours close to next regular close · 2006-02-08T00:00:00.000Z to 2007-06-21T00:00:00.000Z

Every bar is a long from the after-hours close to the next regular close. Volume is held at 100,000 shares or more and the overnight move at 10% or more. The above-$50 after-hours-up bucket has only 14 trades. A win is defined as a 0.5% or larger gain to cover slippage and fees. Sample is 8 February 2006 to 21 June 2007.

Educational research material, not investment advice. Historical source context does not establish present-day performance.
11 of 18 in the Session analysis track
20081-5 pp.Next on Session analysisEvaluating a next-open entry after one-day correctionsThe corrective-recovery procedure takes a next-open long only when the prior regular trading session fell at least 1% and the overnight session then advanced.
All readings on this track · 18 readings
  1. 1990Constructing a second-hour session residual exponential index
  2. 2000Treat an open limit book as an execution filter
  3. 2002Constructing a long, short, or flat pre-trade checklist
  4. 2003Session-window trims for mechanical day-system evaluation
  5. 2004Overnight session entry rules after regular hours
  6. 2005Overnight and regular session execution in Nasdaq 100 names
  7. 2006The intraday workspace as a combined decision procedure
  8. 2006Same-session trading needs presence and next-signal rules
  9. 2007Session filters for moving-average entry rules
  10. 2008Related-market checklist, session filter, and ATR-scaled stop
  11. 2008After-hours session regimes and the next-day close
  12. 2008Evaluating a next-open entry after one-day corrections
  13. 2010Session range share: currency futures versus the mini index
  14. 2011Dollar travel, afternoon sessions, and a 1:2 first-loss bound in equity-index futures
  15. 2012Last-hour volume breaks with a first-hour exit
  16. 2013Same-session and multi-session trades as one rule-based procedure
  17. 2015Session clock bars from public quote feeds
  18. 2016Session-gated moving-average entry construction
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