ATR Stop Loss Ichimoku Kijun Breakout Strategy
This article explains in detail a quantitative trading strategy that uses ATR for stop loss and Kijun-Sen breakouts for entry, with additional signal validation using the Williams %R indicator to control trading risk.
I. Strategy Logic
The core indicators of this strategy include:
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ATR as the stop loss indicator, which dynamically reflects market volatility.
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Ichimoku Kijun-Sen line to determine trend direction and provide entry signals.
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Williams %R for additional signal validation to avoid false entries.
The specific trade logic is:
Take long positions when price breaks below and recovers back above the Kijun-Sen line. Take short positions when price breaks above and falls back below the line. This allows trend following.
At the same time, check if Williams %R agrees with the direction, if not, skip entry. This filters false signals.
Set the stop loss at ATR calculated levels for each entry. ATR dynamically reflects market volatility, enabling reasonable stop loss sizing.
When the stop loss or take profit gets triggered, close positions for profit.
II. Advantages of the Strategy
The main advantages of this strategy are:
Firstly, ATR stop loss sets risk control according to market volatility, effectively avoiding large losses.
Secondly, Kijun-Sen entries with Williams %R validation improves signal quality.
Lastly, the stop loss and take profit settings also define risk-reward for each trade.
III. Potential Weaknesses
However, the following risks should also be considered:
Firstly, Kijun-Sen signals may lag during trend transitions, failing to react in time.
Secondly, stop loss set too aggressively risks being stopped out prematurely.
Lastly, improper parameter optimization can also lead to overfitting issues.
IV. Summary
In summary, this article has explained a quantitative trading strategy using ATR for stop loss and Kijun-Sen for entry signals. It can achieve effective risk control through dynamic stops and signal filtering. But risks like trend transitions and stop loss invalidation need to be prevented. Overall, it provides a simple and effective trend following methodology.
/*backtest
start: 2023-09-06 00:00:00
end: 2023-09-13 00:00:00
period: 15m
basePeriod: 5m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=4
// strategy("NNFX ft. ATR, Kijun-Sen, %R","NNFX-2",true,pyramiding=1,calc_on_order_fills=true,calc_on_every_tick=true,initial_capital = 1000, currency="USD",slippage=5,commission_type=strategy.commission.cash_per_contract,commission_value=0.000035)
strategy.initial_capital = 50000
//INDICATOR--------------------------------------------------------------------- - 1