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Three Candle Reversal Trend Strategy

Common strategy
Created: 2024-02-18 09:48:28
Last modified: 2 years ago
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Overview

The Three Candle Reversal Trend Strategy is a short-term trading strategy that identifies reversals in short-term trends by detecting three consecutive bullish or bearish candles followed by an engulfing candle in the opposite direction, combined with multiple technical indicators to filter entry signals. The strategy trades with a 1:3 risk-reward ratio for gaining excess returns.

Strategy Logic

The core logic of this strategy is to identify the pattern of three consecutive bullish or bearish candles on the chart, which usually implies an impending reversal in the short-term trend. When three bearish candles are detected, wait for the next engulfing bullish candle to go long. Conversely, when three bullish candles are detected, wait for the next engulfing bearish candle to go short. This allows capturing reversing opportunities in short-term trends in a timely manner.

In addition, multiple technical indicators are introduced to filter entry signals. Two SMA lines with different parameter settings are adopted, and entry positions are considered only when the faster SMA crosses over the slower line. Besides, the linear regression indicator is used to judge whether the market is ranging or trending, and trades are taken only in trending conditions. There is also an option to combine the candlestick pattern with SMA golden crosses for additional entry signals. Through the comprehensive judgments of these indicators, most noise can be filtered out and the entry accuracy is improved.

For stop loss and take profit, the strategy requires a minimum 1:3 risk-reward ratio. The ATR indicator based on the price fluctuation of recent N candles is used to determine the stop loss level with an offset percentage. Take profit is then calculated accordingly to target proper excess returns for the risk taken.

Advantages

The Three Candle Reversal Trend Strategy has the following advantages:

  1. Identify reversals of short-term trends for timely opportunities
  2. Enhanced entry accuracy via multiple indicator filters
  3. Reasonable risk-reward profile with appropriate stop loss and take profit
  4. Simple parameters for ease of understanding and operation

Risks

There are also some risks to note for this strategy:

  1. Short-term reversals do not necessarily imply long-term trend reversals. Higher timeframe trends should be monitored. Longer period moving averages can be added as filters.
  2. Single candlestick patterns may produce false signals. Other supplementary judgments can be considered.
  3. Stop loss settings could be too aggressive. Stop loss range can be tightened.
  4. Insufficient backtest data leads to uncertainty in real trading performance.

Enhancement Directions

The strategy can be enhanced in the following aspects:

  1. Adjust parameters for moving averages and linear regression to better identify trends.
  2. Add other indicators like Stoch for supplementary signal confirmation.
  3. Optimize ATR parameters and stop loss percentage to balance risk and return.
  4. Introduce trend breakout tracking mechanisms to improve profitability.
  5. Establish robust capital management schemes to control trading risks.

Conclusion

In conclusion, the Three Candle Reversal Trend Strategy is a simple short-term trading strategy that capitalizes on price patterns and multiple indicators to capture reversing opportunities, built on properly balanced risk-reward profiles. It delivers respectable results with relatively low complexity, and is worth investor attention and testing. There is also ample room for improvement via parameter tuning and rule supplementation for the strategy to grow into a stable high-efficiency algo trading system.

Source
Pine
/*backtest
start: 2024-01-01 00:00:00
end: 2024-01-31 23:59:59
period: 3h
basePeriod: 15m
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/
// © platsn
//
// Mainly developed for SPY trading on 1 min chart. But feel free to try on other tickers.
Strategy parameters
Strategy parameters
Trading window
Start Year
Start Month
Start Day
Finish Year
Finish Month
Finish Day
Trading Options
SPY trading only
# of SPY options per trade
reinvest profit?
Reward to Risk Ratio
No long entry between 10 - 10:30 (Avoid 10 am dump)
Trade 3s candle pattern
Trade MA Cross Reversal Signal
Daily ATR
ATR period
% ATR to use for SL / PT
Moving Averages
Fast EMA
Fast SMMA
Slow SMMA
Slow SMMA
Linear Regression
Linear Regression Period
LR Slope Period
LR Signal Period
LR Threshold for Ranging vs Trending
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