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Triple SuperTrend Quantitative Trading Strategy

Cryptocurrency
Created: 2023-12-01 16:43:02
Last modified: 3 years ago
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Overview

The Triple SuperTrend quantitative trading strategy combines three SuperTrend indicators for short-term trading such as intraday trading and scalping. It is suitable for high-frequency trading markets such as cryptocurrencies and forex.

Trading Logic

  • Use the 200-day moving average to determine the overall market trend direction. Go long when price is above and go short when price is below.
  • Use the triple SuperTrend indicators to determine the direction of the minor market trend. SuperTrend is accurate in judging bullish and bearish trends.
  • Construct entry signals using the overbought and oversold Stoch RSI indicator with Bollinger Bands. Stoch RSI can identify reversal opportunities.
  • Determine a risk-reward ratio of 1.5 based on SuperTrend stop loss and take profit.

Advantages

  • Multiple trend verifications improve decision accuracy.
  • Oversold and overbought indicators identify reversal opportunities.
  • Stop loss and take profit control risk and reward proportions.
  • Suitable for high-frequency short-term trading with high profit potential.

Risks

  • Larger losses when major trend is unfavorable for short-term trading.
  • Probability of failed reversal still exists leading to wrong decisions.
  • Requires constant monitoring, not suitable for away-from-market trading.

Enhancements

  • Optimize moving average parameters to adapt to longer periods.
  • Optimize Stoch RSI parameters to reduce false signals.
  • Optimize SuperTrend ATR periods to improve stops.
  • Add position sizing to increase size on drawdowns.

Summary

The triple SuperTrend strategy improves decision accuracy through multiple trend verifications and controls risk/reward ratios using stops and limits. It is suitable for high-frequency short-term trading. Optimizing parameters can adapt it to longer periods, reduce false signals, and improve stops. Adding position sizing allows adding size during pullbacks to maximize profits.

Source
Pine
/*backtest
start: 2022-11-24 00:00:00
end: 2023-11-30 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4
strategy("3x SuperTrend Strategy (Mel0nTek) V1", calc_on_every_tick=true, overlay=true)

// ***************************************************
Strategy parameters
Strategy parameters
Backtest Start Year
Backtest Start Month
Backtest Start Day
Strategy Direction
P/L Ratio
EMA Length
K
D
Stoch RSI Length
Stochastic Length
Stoch RSI Source
Stoch RSI Entry Thresh
SuperTrend Source
Slow SuperTrend Length
Slow SuperTrend Multiplier
Med SuperTrend Length
Med SuperTrend Multiplier
Fast SuperTrend Length
Fast SuperTrend Multiplier
Alternate SuperTrend ATR Calculation?
Show Open Profit/Loss Targets?
Show Buy/Sell Indicators?
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