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設定可能なBB+RSI+Aroon 戦略 バックテスト

作者: リン・ハーンチャオチャン開催日:2023年9月21日 (火) 15:05:38
タグ:

概要

この戦略は,ボリンジャーバンド (BB),相対強度指数 (RSI) とアロン指標を組み合わせて,効率的なエントリーと出口信号取引のためにそれぞれの強みを活用します.

働き方

  1. BBの低値帯は 長い信号を示しています

  2. RSIが超売り線を横切ると 長い確証が得られます

  3. アルーンのクロスオーバーは 長い確認を示しています

  4. 3つの条件がすべて満たされたときに長いエントリです.

  5. 価格ブレイキング BB上部帯は短信号を示しています.

  6. RSIが過買い線を横切ると 短期間で確認される

  7. アルーンのクロスオーバーは 短断確認を示しています

  8. 3つの条件がすべて満たされると 短いエントリーです

利点

  • 最適化のための設定可能なパラメータ
  • 複数の確認により正確性が向上します
  • 異なる市場条件に適応可能
  • シンプルな論理 簡単に実行できます

リスク

  • パラメーターの調節が不十分なら 誤った信号が発せられる
  • 複数の指標が遅れを伴うので 急速な逆転を逃す可能性があります
  • 逆転が貿易頻度とコストを増加させる

オプティマイゼーションの方向性

  • 最適パラメータのための市場と時間枠間のバックテスト
  • 各指標の貢献を評価し,解雇をなくす
  • パラメータ最適化のための機械学習を探索する
  • 計算を減らすためにコードを最適化
  • 異なる保持期間パラメータをテストする

結論

この戦略は,複数の指標の強みを強力なエントリー信号に組み合わせます.パラメータ最適化,冗長な指標の削減,コードの最適化によるさらなる改善によりパフォーマンスを向上させることができます.全体として,効果的なカスタマイズ可能なソリューション取引です.


/*backtest
start: 2023-09-13 00:00:00
end: 2023-09-20 00:00:00
period: 5m
basePeriod: 1m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// Developed by Marco Jarquin as part of Arkansas 22 Project for Binary Options
// CBRA for binary options (Configurable Bollinger Bands, RSI and Aroon)

//@version=4
// ====================================================================================

//strategy("A22.CBRA.Strat", overlay=true, initial_capital=10000, currency="USD", calc_on_every_tick=true, default_qty_type=strategy.cash, default_qty_value=4000, commission_type=strategy.commission.cash_per_order, commission_value=0)

// Aroonish Parameters
// ====================================================================================

Aroonish_length = input(4, minval=1, title="Aroonish Lenght")
Aroonish_ConfVal = input(50, minval=0, maxval=100, step=25, title="Aroonish Confirmation Value")
Aroonish_upper = 100 * (-highestbars(high, Aroonish_length+1) + Aroonish_length)/Aroonish_length
Aroonish_lower = 100 * (-lowestbars(low, Aroonish_length+1) + Aroonish_length)/Aroonish_length

// Aroonish confirmations
// ====================================================================================
Aroonish_ConfLong = (Aroonish_lower >= Aroonish_ConfVal) and (Aroonish_upper < Aroonish_lower)
Aroonish_ConfShrt = (Aroonish_upper >= Aroonish_ConfVal) and (Aroonish_upper > Aroonish_lower)

plotshape(crossover(Aroonish_lower, Aroonish_upper), color = color.red, style = shape.triangledown, location = location.abovebar, size = size.auto, title = "Ar-B")
plotshape(crossover(Aroonish_upper, Aroonish_lower), color = color.green, style = shape.triangleup, location = location.belowbar, size = size.auto, transp = 0, title = "Ar-S")

// RSI Parameters
// ====================================================================================
RSI_length = input(4, title="RSI Lenght")
RSI_overSold = input(20, title="RSI Oversold Limit")
RSI_overBought = input(80, title="RSI Overbought Limit" )

RSI = rsi(close, RSI_length)

plotshape(crossover(RSI, RSI_overSold), color = color.orange, style = shape.square, location = location.belowbar, size = size.auto, title = "RSI-B")
plotshape(crossunder(RSI, RSI_overBought), color = color.orange, style = shape.square, location = location.abovebar, size = size.auto, transp = 0, title = "RSI-S")

// Bollinger Parameters
// ====================================================================================
BB_length = input(20, minval=1, title="Bollinger Lenght")
BB_mult = input(2.5, minval=0.1, maxval=50, step=0.1, title="Bollinger Std Dev")
// BB_bars = input(3, minval=1, maxval=5, title="Check bars after crossing")

BB_basis = sma(close, BB_length)
BB_dev = BB_mult * stdev(close, BB_length)

BB_upper = BB_basis + BB_dev
BB_lower = BB_basis - BB_dev

p1 = plot(BB_upper, color=color.blue)
p2 = plot(BB_lower, color=color.blue)

// Bars to have the operation open
// ====================================================================================
nBars = input(3, minval=1, maxval=30, title="Bars to keep the operation open")

// Strategy condition short or long
// ====================================================================================
ConditionShrt = ((crossunder(close, BB_upper) or crossunder(close[1], BB_upper[1])) and Aroonish_ConfShrt) and (crossunder(RSI, RSI_overBought) or crossunder(RSI[1], RSI_overBought[1]))
ConditionLong = ((crossover(close, BB_lower) or crossover(close[1], BB_lower[1])) and Aroonish_ConfLong) and (crossover(RSI, RSI_overSold) or crossover(RSI[1], RSI_overSold[1]))

plotshape(crossover(close, BB_lower), color = color.blue, style = shape.circle, location = location.belowbar, size = size.auto, title = "BB-B")
plotshape(crossunder(close, BB_upper), color = color.blue, style = shape.circle, location = location.abovebar, size = size.auto, transp = 0, title = "BB-S")


// Make input options that configure backtest date range
// ====================================================================================
iMo = input(title="Start Month", type=input.integer, defval=1, minval=1, maxval=12)
iDy = input(title="Start Date", type=input.integer, defval=1, minval=1, maxval=31)
iYr = input(title="Start Year", type=input.integer, defval=(2020), minval=1800, maxval=2100)

eMo = input(title="End Month", type=input.integer, defval=1, minval=1, maxval=12)
eDy = input(title="End Date", type=input.integer, defval=1, minval=1, maxval=31)
eYr = input(title="End Year", type=input.integer, defval=(2021), minval=1800, maxval=2100)

// Look if the close time of the current bar falls inside the date range
// ====================================================================================
inDateRange = true


// Evaluates conditions to enter short or long
// ====================================================================================
if (inDateRange and ConditionLong)
    strategy.entry("A22.L", strategy.long)

if (inDateRange and ConditionLong[nBars])
    strategy.close("A22.L", comment="A22.L Exit")
    
if (inDateRange and ConditionShrt)
    strategy.entry("A22.S", strategy.short)

if (inDateRange and ConditionShrt[nBars])
    strategy.close("A22.S", comment="A22.S Exit")

if (not inDateRange)
    strategy.close_all()

もっと