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Buy on 5 day low Strategy

█ STRATEGY DESCRIPTION
The "Buy on 5 Day Low Strategy" is a mean-reversion strategy designed to identify potential buying opportunities when the price drops below the lowest low of the previous five days. It enters a long position when specific conditions are met and exits when the price exceeds the high of the previous day. This strategy is optimized for use on daily or higher timeframes.

█ WHAT IS THE 5-DAY LOW?
The 5-Day Low is the lowest price observed over the last five days. This level is used as a reference to identify potential oversold conditions and reversal points.

█ SIGNAL GENERATION
1. LONG ENTRY
A Buy Signal is triggered when:
  • The close price is below the lowest low of the previous five days (`close < _lowest[1]`).
  • The signal occurs within the specified time window (between `Start Time` and `End Time`).


2. EXIT CONDITION
  • A Sell Signal is generated when the current closing price exceeds the high of the previous day (`close > high[1]`). This indicates that the price has shown strength, potentially confirming the reversal and prompting the strategy to exit the position.


█ ADDITIONAL SETTINGS
  • Start Time and End Time: The time window during which the strategy is allowed to execute trades.


█ PERFORMANCE OVERVIEW
  • This strategy is designed for mean-reverting markets and performs best when the price frequently oscillates around key support levels.
  • It is sensitive to oversold conditions, as indicated by the 5-Day Low, and overbought conditions, as indicated by the previous day's high.
  • Backtesting results should be analyzed to optimize the strategy for specific instruments and market conditions.
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