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Strategy 002 is a trading strategy designed to backtest and analyze the performance of different trading strategies. It uses various technical indicators to generate buy and sell signals for a given cryptocurrency pair. The strategy focuses on the following indicators:
RSI (Relative Strength Index): It calculates the relative strength of the cryptocurrency's price movement and helps identify overbought or oversold conditions.
Stochastic Oscillator: It measures the current price relative to its price range over a specific period, indicating potential reversal points.
Bollinger Bands: It creates a range around the cryptocurrency's price based on its standard deviation, helping identify potential breakout or reversal points.
SAR Parabol: It provides stop and reverse levels for the price, indicating potential trend reversals. Hammer Candlestick Pattern: It identifies hammer candlestick patterns, which are considered bullish reversal signals. The strategy uses these indicators to determine the buy and sell signals as follows: Buy Signal: The strategy generates a buy signal when the RSI is below 30, the Stochastic Oscillator is below 20, the price is below the lower Bollinger Band, and a hammer candlestick pattern is detected. Sell Signal: The strategy generates a sell signal when the SAR Parabol is above the price and the Fisher RSI (inverse Fisher transform of RSI) is above 0.3. The strategy also incorporates a minimal return on investment (ROI) and a stop loss to manage risk. It operates on 5-minute candle intervals and provides the option for a trailing stop loss. Additionally, it allows for customization of order types and includes experimental settings for further optimization. To use this strategy, you can run it using the Freqtrade framework by executing the following command: python3 ./freqtrade/main.py -s Strategy002.
Stochastic Oscillator: It measures the current price relative to its price range over a specific period, indicating potential reversal points.
Bollinger Bands: It creates a range around the cryptocurrency's price based on its standard deviation, helping identify potential breakout or reversal points.
SAR Parabol: It provides stop and reverse levels for the price, indicating potential trend reversals. Hammer Candlestick Pattern: It identifies hammer candlestick patterns, which are considered bullish reversal signals. The strategy uses these indicators to determine the buy and sell signals as follows: Buy Signal: The strategy generates a buy signal when the RSI is below 30, the Stochastic Oscillator is below 20, the price is below the lower Bollinger Band, and a hammer candlestick pattern is detected. Sell Signal: The strategy generates a sell signal when the SAR Parabol is above the price and the Fisher RSI (inverse Fisher transform of RSI) is above 0.3. The strategy also incorporates a minimal return on investment (ROI) and a stop loss to manage risk. It operates on 5-minute candle intervals and provides the option for a trailing stop loss. Additionally, it allows for customization of order types and includes experimental settings for further optimization. To use this strategy, you can run it using the Freqtrade framework by executing the following command: python3 ./freqtrade/main.py -s Strategy002.
stoploss: -0.1 timeframe: 5m hash(sha256): 55301e2b6fdb28b6d923ae632dfa03dea4e805444a2eb69e2457914836859c02
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last change: 2022-07-02 19:54:08