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PPO Bull/Bear Divergence Trading Strategy

Cryptocurrency
Created: 2023-09-21 15:16:50
Last modified: 3 years ago
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Overview

This strategy uses PPO divergence patterns for trend trading, and price high/low points for stop loss exits.

How it Works

  1. Calculate the PPO indicator.

  2. Identify PPO bull/bear divergences.

  3. Enter trades when price diverges from PPO.

  4. Stop loss exits at recent price highs/lows.

Advantages

  • Captures PPO indicator's trendiness
  • Divergence signals are strong
  • Clear stop loss points
  • Identifies medium/long term trends

Risks

  • Moderate divergence recognition accuracy
  • Unable to effectively control loss size
  • Some lag, may misjudge trends
  • Higher fees and slippage costs

Optimization Directions

  • Optimize PPO parameters for sensitivity
  • Add filters with other indicators
  • Incorporate trailing stops for loss control
  • Consider additional profit taking mechanisms
  • Improve divergence pattern recognition logic

Conclusion

The strategy capitalizes on PPO's trending characteristics. Further improving parameters, logic and risk controls can enhance performance. But inherent risks need addressing. Overall a practical trend trading approach based on PPO divergences.

Source
Pine
/*backtest
start: 2022-09-14 00:00:00
end: 2023-03-11 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=2
//Credit to https://www.tradingview.com/script/p3oqCa56-Pekipek-s-PPO-Divergence-BETA/ (I just changed the visuals a bit)
//A simple strategy that uses the divergences to open trades and the highs/lows to close them. Would love to see any variations! - @scarf
//FYI: I have alerts set up for the purple and orange circles on daily forex charts amd I get a lot of excellent trade entries.
Strategy parameters
Strategy parameters
Use long term Divergences?
Lookback Period
fastLength
slowLength
signalLength
smoother
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