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Opening Range Breakouts from First-Candle Patterns in Indian Equities

Article QuantInsti blog

Summary

This project describes an intraday strategy for Indian equities built around the first five-minute candle. It classifies opening candles into gap-up or gap-down patterns, reversal setups using Bollinger Bands and candle shadows, engulfing patterns, and long-shadow candles. The proposed signal is a later candle close outside the opening candle’s range. The analysis drew on Nifty 50 stock charts at several intraday intervals and broker data, alongside the author’s manual trading observations.

Rules specify an initial stop around the opening candle’s high or low, then move the stop after a favorable price move and trail it as price advances. Most pattern groups use a simple moving average change as a profit condition and permit at most two trades per day; engulfing setups use different stop distances and a one-trade limit. The document reports no detailed performance statistics in the supplied text. It notes that signals are infrequent, depend on capturing the first candle, and require thorough stock-by-stock backtesting; the proposed probability claims are not supported with validation results here.

Key ideas

  • The setup classifies the first five-minute candle by gap direction, candle color, engulfing behavior, and shadow size.
  • A trade is triggered when a later candle closes fully outside the opening candle’s range.
  • Initial stops use the opening candle’s extrema, with separate stop and trade limits for engulfing patterns.
  • Stops are adjusted after favorable movement and trailed as price continues in the trade direction.
  • The author reports only four to five trades per month per stock on average and calls for careful backtesting.

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