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The BBRSIOptimizedStrategy is a trading strategy that uses the Bollinger Bands (BB) and the Relative Strength Index (RSI) indicators to generate buy and sell signals. Here's a breakdown of how the strategy works:
Indicator Calculation:
RSI: The RSI indicator is calculated using the close prices of the candles in the dataframe. Bollinger Bands: The Bollinger Bands indicator is calculated using the typical price of the candles in the dataframe.
It uses a window of 20 candles and a standard deviation of 2.
Buy Signal Generation: The strategy generates a buy signal when two conditions are met: RSI is greater than 38.
The close price is below the lower Bollinger Band (2 standard deviations below the mean). Sell Signal Generation: The strategy generates a sell signal when two conditions are met: RSI is greater than 88. The close price is above the middle Bollinger Band (the mean). Additional Strategy Details: The strategy has a minimal return on investment (ROI) designed specifically for this strategy. The ROI values are defined for different time periods. The strategy has an optimal stop loss value. The ticker interval used for the strategy is 15 minutes. The strategy requires at least 30 candles before producing valid signals. The strategy uses limit orders for buying and selling, and market orders for stop loss. The strategy provides a plot configuration for visualizing the Bollinger Bands and RSI indicators. Overall, the BBRSIOptimizedStrategy aims to capture potential buying opportunities when the price is below the lower Bollinger Band and the RSI is relatively low, and to sell when the price is above the middle Bollinger Band and the RSI is relatively high.
It uses a window of 20 candles and a standard deviation of 2.
Buy Signal Generation: The strategy generates a buy signal when two conditions are met: RSI is greater than 38.
The close price is below the lower Bollinger Band (2 standard deviations below the mean). Sell Signal Generation: The strategy generates a sell signal when two conditions are met: RSI is greater than 88. The close price is above the middle Bollinger Band (the mean). Additional Strategy Details: The strategy has a minimal return on investment (ROI) designed specifically for this strategy. The ROI values are defined for different time periods. The strategy has an optimal stop loss value. The ticker interval used for the strategy is 15 minutes. The strategy requires at least 30 candles before producing valid signals. The strategy uses limit orders for buying and selling, and market orders for stop loss. The strategy provides a plot configuration for visualizing the Bollinger Bands and RSI indicators. Overall, the BBRSIOptimizedStrategy aims to capture potential buying opportunities when the price is below the lower Bollinger Band and the RSI is relatively low, and to sell when the price is above the middle Bollinger Band and the RSI is relatively high.
startup_candle_count : 30 rsi: 13.070%
stoploss: -0.282 timeframe: 15m hash(sha256): b5ffa6bf83476488862f3b952ddc6fea861808971e869958713df8d6f016265a indicators: upper mid lower close bb_midband rsi bb_upperband bb_lowerband
No similar strategies found. (based on used indicators)
last change: 2023-08-01 18:11:15