The "Maro4hMacdSd" strategy is designed for backtesting trading strategies on a website. Here's a brief description of what the strategy does:
It uses the MACD (Moving Average Convergence Divergence) indicator to identify potential buy and sell signals. The strategy sets a maximum of 1 open trade at a time and specifies a stake amount of 500.
The minimal ROI (Return on Investment) for the strategy is predefined with different percentages at specific time intervals.
The strategy operates on a 5-minute timeframe.
There is no trailing stoploss implemented in this strategy. The "populate_indicators" function adds additional technical indicators to the input DataFrame, including the MACD, standard deviation (corr), and moving averages. The "populate_buy_trend" function populates the buy signal based on specific conditions involving the MACD histogram and the correlation indicator. The "populate_sell_trend" function populates the sell signal based on conditions involving the MACD histogram and the correlation indicator. Please note that this is a simplified explanation, and there may be additional details or nuances in the strategy implementation.