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Hybrid Moving Average Breakout Turtle Trading Strategy

Cryptocurrency
Created: 2023-12-05 15:01:56
Last modified: 3 years ago
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Overview

This strategy combines various technical analysis tools such as moving averages, volatility indicators, volume weighted average price (VWAP) and parabolic SAR stop loss to implement a hybrid Turtle trading strategy with strong breakout identification and stop loss protection capabilities.

Strategy Logic

  1. Use SMA combos of different periods to determine trend direction and potential breakout points
  2. Apply Bollinger Bands based on volatility to identify short-term overbought/oversold situations
  3. Utilize VWAP to determine mid-long term fair value price range
  4. Parabolic SAR as stop loss indicator to cut losses
  5. Turtle trading rules to generate trading signals

Advantage Analysis

  1. More comprehensive judgment with integration of multiple indicators, more accurate signals
  2. VWAP helps determine reasonable price range, avoid chasing highs blindly
  3. SAR stop loss effectively controls loss for each position
  4. Turtle trading rules ensure proper entry timing

Risk Analysis

  1. Improper parameter settings may lead to too high trading frequency or signal misjudgment
  2. Single stop loss method limits profit potential
  3. Turtle signals need proper filtration to avoid conflicts

Optimization Directions

  1. Fine tune SMA periods for better breakout identification
  2. Adjust volatility parameters to make Bollinger Bands adhere closer to prices
  3. Optimize parabolic parameters for more precise stop loss
  4. Add other indicators to filter Turtle signals

Conclusion

This strategy forms a relatively accurate signaling, strong stop loss capability, and highly optimizable breakout style Turtle strategy through seamless integration of multiple indicators. With proper parameter tuning, its breakout identification and stop loss protection abilities can be further enhanced, making it a recommended quantitative trading strategy.

Source
Pine
/*backtest
start: 2022-11-28 00:00:00
end: 2023-12-04 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4
strategy("Gui's Turtle", shorttitle = "Guis Turtles", overlay=true, pyramiding=0, default_qty_value = 10)

//This script has to be used with Heikin Ashi Caddles for the strategy to work well
Strategy parameters
Strategy parameters
length
Source
mult
lookback window 1:
lookback window 2:
H left
H right
Sample bars for % TZ
Show PTZ
Show channel
Stdev above (1)
Stdev below (1)
Stdev above (2)
Stdev below (2)
Stdev above (3)
Stdev below (3)
Stdev above (4)
Stdev below (4)
Stdev above (5)
Stdev below (5)
Turn Barcolor ON/OFF?
Show second group of bands?
Show third group of bands?
Show fourth group of bands?
Show fifth group of bands?
Show previous VWAP close
ColorSrc
Start1 - Default = 2 - Multiplied by .01
Step Setting (Sensitivity) - Default = 2 - Multiplied by .01
Maximum Step (Sensitivity) - Default = 2 - Multiplied by .10
Show Up Trending Parabolic Sar
Show Down Trending Parabolic Sar
Start1 and Step settings are *.01 so 2 = .02 etc, Maximum Step is *.10 so 2 = .2
TurtleSpeed
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