Daily Close Comparison Strategy (by ChartArt via sirolf2009)

The Daily Close Comparison Strategy indicator automates trade entries by calculating the percentage difference between the current daily close and the previous daily close to identify directional market momentum.

Usage

The Usage section describes how the script can be used to identify trend shifts based on daily price action. The strategy operates on a simple logic of price comparison:

• Long Positions: The strategy enters a long position when the current day's close price is higher than the previous day's close price, exceeding the user-defined threshold.
• Short Positions: The strategy enters a short position when the current day's close price is lower than the previous day's close price, falling below the negative user-defined threshold.

The indicator features a visual interface where a "Prediction Line" and "Prediction Area" represent the percentage difference between the two daily periods. The background color shifts to green for bullish conditions and red for bearish conditions, providing immediate visual feedback on the current strategy bias.

Details

The Daily Close Comparison Strategy is a simplified version of the "ANN Strategy" originally developed by sirolf2009. While the original version utilizes an Artificial Neural Network to process data, this version focuses exclusively on the core price delta.

Key technical implementation details include:

• Price Source: This version utilizes standard close prices rather than OHLC4 averages, as the author found this provided more consistent results during historical analysis.
• Multi-Timeframe Data: The script uses request.security to fetch daily data regardless of the chart's current timeframe.
• Backtesting Note: Users should be aware that because the script references the current daily close, the performance reflected in backtests may include data that is only confirmed at the end of the trading day. This is a common characteristic of strategies utilizing higher-timeframe data for signal generation.
• Execution: The strategy does not include built-in stop loss or take profit logic, functioning purely as a directional reversal system.

Settings

• Price Difference Threshold: Sets the minimum percentage difference required between the current and previous daily close to trigger a signal. Increasing this value can filter out minor price fluctuations or "noise."

FAQ

Does this indicator include an Artificial Neural Network (ANN)? No, this version is a "bare-bones" refactor that removes the ANN component to focus strictly on the percentage difference between daily closing prices.

Does this strategy include money management features? This specific implementation does not include automated stop loss or take profit orders. It is designed to be a logic-based entry system where positions are reversed based on price delta.

How can I access the Daily Close Comparison Strategy? You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.