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TSI CCI Hull Moving Average Trading Strategy

Cryptocurrency
Created: 2023-09-18 17:17:52
Last modified: 3 years ago
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Overview

This strategy combines the TSI, CCI indicators and Hull Moving Average to determine and trade trends. TSI and CCI identify price waves while Hull MA confirms trend direction. Profit targets are set when long/short signals occur for profitable exits.

Strategy Logic

The TSI curve and signal line are calculated. Long signal when curve crosses above line, short on downward crossover. CCI indicates overbought/oversold levels. Price crossing above Hull MA suggests bull market, and below for bear market. Long/short trades are taken when TSI, CCI and Hull MA breakout conditions align. Profit targets are set to exit positions when reached.

Advantages

  • TSI strongly identifies trend direction
  • CCI effectively detects overbought/oversold
  • Hull MA filters false breakouts improving signals
  • Profit targets allow exiting at peak profitability
  • Combining multiple indicators improves robustness

Risks

  • Lag exists in TSI, CCI and other indicators
  • Hull MA cannot perfectly determine turning points
  • Exact price reversal timing cannot be accurately determined
  • Poor profit target setting risks missing profit potential

Risks can be reduced by tuning indicators, optimizing profit algorithms etc.

Enhancements

  • Test TSI/CCI combinations to improve sensitivity
  • Consider dynamic/trailing profit targets
  • Add other indicators to determine reversals
  • Test across different products to improve robustness

Conclusion

This multiple indicator strategy with profit targeting shows good backtest results. Further refinements like parameter optimization can make it a stable quant trading system.

Source
Pine
/*backtest
start: 2023-08-18 00:00:00
end: 2023-09-17 00:00:00
period: 3h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4

strategy(title="TSI CCI Hull", shorttitle="TSICCIHULL", default_qty_type=strategy.percent_of_equity, default_qty_value=100, calc_on_order_fills= false, calc_on_every_tick=true, pyramiding=0, commission_type=strategy.commission.percent, commission_value=0.018)
long = input(title="Long Length", type=input.integer, defval=50)
Strategy parameters
Strategy parameters
Long Length
Short Length
Signal Length
Source
Period
Upper Line
Lower Line
Start Date
Start Month
Start Year
End Date
End Month
End Year
LongProfitPercent
ShortProfitPercent
profit long source
profit short source
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