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Trend Reversal System

Cryptocurrency
Created: 2023-10-23 17:18:28
Last modified: 3 years ago
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Overview

The Trend Reversal System is a trend following strategy that utilizes moving averages, CCI indicator and Supertrend indicator to identify the trend and enter on pullbacks. It can confirm the trend direction and provide entry signals during retracements.

Strategy Logic

The strategy uses 21-period EMA as the short term moving average and 55-period EMA as the long term moving average. 21 EMA above 55 EMA indicates an upward trend, while 21 EMA below 55 EMA indicates a downward trend.

The CCI indicator shows when the price has reached extreme levels. Level 1 signal is when CCI reaches 100/-100 by default, level 2 is 140/-140 and level 3 is 180/-180. This suggests overbought or oversold conditions.

The Supertrend indicator determines the specific trend direction. It incorporates ATR to identify the stop loss and entry levels for uptrends and downtrends.

When 21 EMA is above 55 EMA and CCI reaches low level (oversold area), it can signal long entry. When 21 EMA is below 55 EMA and CCI reaches high level (overbought area), it can signal short entry. The stop loss is set at Supertrend's stop level, and take profit is fixed at 400 pips.

Advantage Analysis

The strategy combines multiple indicators to identify trends and overbought/oversold situations, which helps filter false breakouts. The fixed take profit allows stable risk-reward ratio. Trading with the trend provides higher win rate. CCI overbought/oversold signals offer good entry timing during trend retracements.

Risk Analysis

The parameters need to be optimized for different symbols as the current settings may not be ideal. The stop loss method is crude and unable to adapt to different market conditions. Fixed take profit fails to adjust based on market volatility. CCI can generate false signals sometimes. Need further judgment on the momentum of the trend to avoid whipsaws.

Optimization Directions

Test parameter settings on different symbols, optimize MA periods, ATR period, ATR multiplier etc. Consider trailing stop or ATR stop for adaptive stop loss. Test ATR-based take profit for dynamic profit target. Add filters to check trend momentum when taking CCI signals to avoid choppy markets. Add quantifiable trend strength indicators for better trend validation.

Summary

The Trend Reversal System combines moving averages, CCI and Supertrend to identify trends and overbought/oversold for retracement entries. It has relatively high stability and win rate, but the stop loss, take profit and trend validation mechanisms need further optimization for robustness across symbols and market conditions. Overall it uses a simple and direct approach to combine indicators for catching trend opportunities, and is worth researching more into and applying.

Source
Pine
/*backtest
start: 2022-10-16 00:00:00
end: 2023-01-08 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © greenmask9

//@version=4
Strategy parameters
Strategy parameters
Short EMA
Long EMA
Overbought/sold detector period
Overbought/sold detector source
Overbought level 1
Overbought level 2
Overbought level 3
Oversold level 1
Oversold level 2
Oversold level 3
ATR Period
ATR Multiplier
Take Wicks into Account ?
Illuminate Trend
Spread
Test longs
Test shorts
Test level 1 overbought/sold levels
Test level 2 overbought/sold levels
Test level 3 overbought/sold levels
Use static target
Static target in pips
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