ダブルMAモメントブレイクアウト戦略は,ダブル移動平均線とRSIインジケーターを組み合わせた定量的な取引戦略である.モメントインジケーターRSIのオーバーバイト/オーバーセールドの
ダブルMAモメントブレイクアウト戦略は,主にダブル移動平均値とRSI指標に基づいています.まず,1つの速い移動平均線と1つの遅い移動平均線を計算し,速いMAは10日間の重量化された移動平均線,遅いMAは100日間の線形適応移動平均線です.その後,14日間のRSIを計算し,過剰購入/過剰販売の
特に,上昇傾向が特定された場合,RSIがこの時点で超買値を超えた場合,ロングポジションが開かれます.ダウントレンドが特定され,RSIが超売値を下回ると,ショートポジションが開かれます.ポジションを開いた後,取引信号が逆転すると反対ポジションが開かれます.
ダブルMAモメントブレイクアウト戦略は,市場動向を効果的に識別するためにダブルMAとRSIを組み合わせ,RSIを使用して偽のブレイクアウトをフィルタリングし,それによって取引シグナルの信頼性を向上させます.単一のMAシステムと比較して,この戦略は非効率な取引の発生を大幅に減らすことができます.さらに,RSIのパラメータ最適化は戦略に柔軟性を提供します.
ダブルMAモメントブレイクアウト戦略には,いくつかのリスクも伴う.ダブルMAシステムはパラメータに非常に敏感であり,異なるパラメータの組み合わせは異なる市場で慎重にテストする必要があります.さらに,RSIの誤った設定の
二重MAモメンタムブレイクストラテジーは,次の側面で最適化することができます:
ダブルMAモメントブレイクアウト戦略は,ダブルMAシステムを通じてトレンド方向を決定し,RSIを使用してシグナルをフィルターし,単一のMAシステムの欠点を効果的に改善することができます.この戦略はパラメータのための大きな最適化スペースを持ち,適応調整を達成することができます.これは優れたトレンドフォロー戦略です.
/*backtest start: 2023-12-01 00:00:00 end: 2023-12-10 23:59:59 period: 1h basePeriod: 15m exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}] */ // This work is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) https://creativecommons.org/licenses/by-nc-sa/4.0/ // © Salman4sgd //@version=5 strategy("MAConverging + QQE Threshold Strategy", overlay = true) //------------------------------------------------------------------------------ //Settings //-----------------------------------------------------------------------------{ length = input(100) incr = input(10, "Increment") fast = input(10) src = input(close) //-----------------------------------------------------------------------------} //Calculations //-----------------------------------------------------------------------------{ var ma = 0. var fma = 0. var alpha = 0. var k = 1 / incr upper = ta.highest(length) lower = ta.lowest(length) init_ma = ta.sma(src, length) cross = ta.cross(src,ma) alpha := cross ? 2 / (length + 1) : src > ma and upper > upper[1] ? alpha + k : src < ma and lower < lower[1] ? alpha + k : alpha ma := nz(ma[1] + alpha[1] * (src - ma[1]), init_ma) fma := nz(cross ? math.avg(src, fma[1]) : src > ma ? math.max(src, fma[1]) + (src - fma[1]) / fast : math.min(src, fma[1]) + (src - fma[1]) / fast,src) //-----------------------------------------------------------------------------} //Plots //-----------------------------------------------------------------------------{ css = fma > ma ? color.teal : color.red plot0 = plot(fma, "Fast MA" , color = #ff5d00 , transp = 100) plot1 = plot(ma, "Converging MA" , color = css) fill(plot0, plot1, css , "Fill" , transp = 80) //-----------------------------------------------------------------------------} RSI_Period = input(14, title='RSI Length') SF = input(5, title='RSI Smoothing') QQE = input(4.238, title='Fast QQE Factor') ThreshHold = input(10, title='Thresh-hold') // sQQEx = input(false, title='Show Smooth RSI, QQE Signal crosses') sQQEz = input(false, title='Show Smooth RSI Zero crosses') sQQEc = input(false, title='Show Smooth RSI Thresh Hold Channel Exits') ma_type = input.string(title='MA Type', defval='EMA', options=['ALMA', 'EMA', 'DEMA', 'TEMA', 'WMA', 'VWMA', 'SMA', 'SMMA', 'HMA', 'LSMA', 'PEMA']) lsma_offset = input.int(defval=0, title='* Least Squares (LSMA) Only - Offset Value', minval=0) alma_offset = input.float(defval=0.85, title='* Arnaud Legoux (ALMA) Only - Offset Value', minval=0, step=0.01) alma_sigma = input.int(defval=6, title='* Arnaud Legoux (ALMA) Only - Sigma Value', minval=0) inpDrawBars = input(true, title='color bars?') ma(type, src, len) => float result = 0 if type == 'SMA' // Simple result := ta.sma(src, len) result if type == 'EMA' // Exponential result := ta.ema(src, len) result if type == 'DEMA' // Double Exponential e = ta.ema(src, len) result := 2 * e - ta.ema(e, len) result if type == 'TEMA' // Triple Exponential e = ta.ema(src, len) result := 3 * (e - ta.ema(e, len)) + ta.ema(ta.ema(e, len), len) result if type == 'WMA' // Weighted result := ta.wma(src, len) result if type == 'VWMA' // Volume Weighted result := ta.vwma(src, len) result if type == 'SMMA' // Smoothed w = ta.wma(src, len) result := na(w[1]) ? ta.sma(src, len) : (w[1] * (len - 1) + src) / len result if type == 'HMA' // Hull result := ta.wma(2 * ta.wma(src, len / 2) - ta.wma(src, len), math.round(math.sqrt(len))) result if type == 'LSMA' // Least Squares result := ta.linreg(src, len, lsma_offset) result if type == 'ALMA' // Arnaud Legoux result := ta.alma(src, len, alma_offset, alma_sigma) result if type == 'PEMA' // Copyright (c) 2010-present, Bruno Pio // Copyright (c) 2019-present, Alex Orekhov (everget) // Pentuple Exponential Moving Average script may be freely distributed under the MIT license. ema1 = ta.ema(src, len) ema2 = ta.ema(ema1, len) ema3 = ta.ema(ema2, len) ema4 = ta.ema(ema3, len) ema5 = ta.ema(ema4, len) ema6 = ta.ema(ema5, len) ema7 = ta.ema(ema6, len) ema8 = ta.ema(ema7, len) pema = 8 * ema1 - 28 * ema2 + 56 * ema3 - 70 * ema4 + 56 * ema5 - 28 * ema6 + 8 * ema7 - ema8 result := pema result result src := input(close, title='RSI Source') // // Wilders_Period = RSI_Period * 2 - 1 Rsi = ta.rsi(src, RSI_Period) RsiMa = ma(ma_type, Rsi, SF) AtrRsi = math.abs(RsiMa[1] - RsiMa) MaAtrRsi = ma(ma_type, AtrRsi, Wilders_Period) dar = ma(ma_type, MaAtrRsi, Wilders_Period) * QQE longband = 0.0 shortband = 0.0 trend = 0 DeltaFastAtrRsi = dar RSIndex = RsiMa newshortband = RSIndex + DeltaFastAtrRsi newlongband = RSIndex - DeltaFastAtrRsi longband := RSIndex[1] > longband[1] and RSIndex > longband[1] ? math.max(longband[1], newlongband) : newlongband shortband := RSIndex[1] < shortband[1] and RSIndex < shortband[1] ? math.min(shortband[1], newshortband) : newshortband cross_1 = ta.cross(longband[1], RSIndex) trend := ta.cross(RSIndex, shortband[1]) ? 1 : cross_1 ? -1 : nz(trend[1], 1) FastAtrRsiTL = trend == 1 ? longband : shortband // // Find all the QQE Crosses QQExlong = 0 QQExlong := nz(QQExlong[1]) QQExshort = 0 QQExshort := nz(QQExshort[1]) QQExlong := sQQEx and FastAtrRsiTL < RSIndex ? QQExlong + 1 : 0 QQExshort := sQQEx and FastAtrRsiTL > RSIndex ? QQExshort + 1 : 0 // Zero cross QQEzlong = 0 QQEzlong := nz(QQEzlong[1]) QQEzshort = 0 QQEzshort := nz(QQEzshort[1]) QQEzlong := sQQEz and RSIndex >= 50 ? QQEzlong + 1 : 0 QQEzshort := sQQEz and RSIndex < 50 ? QQEzshort + 1 : 0 // // Thresh Hold channel Crosses give the BUY/SELL alerts. QQEclong = 0 QQEclong := nz(QQEclong[1]) QQEcshort = 0 QQEcshort := nz(QQEcshort[1]) QQEclong := sQQEc and RSIndex > 50 + ThreshHold ? QQEclong + 1 : 0 QQEcshort := sQQEc and RSIndex < 50 - ThreshHold ? QQEcshort + 1 : 0 // // QQE exit from Thresh Hold Channel // plotshape(sQQEc and QQEclong == 1 ? RsiMa - 50 : na, title='QQE XC Over Channel', style=shape.diamond, location=location.absolute, color=color.new(color.olive, 0), size=size.small, offset=0) // plotshape(sQQEc and QQEcshort == 1 ? RsiMa - 50 : na, title='QQE XC Under Channel', style=shape.diamond, location=location.absolute, color=color.new(color.red, 0), size=size.small, offset=0) // // QQE crosses // plotshape(sQQEx and QQExlong == 1 ? FastAtrRsiTL[1] - 50 : na, title='QQE XQ Cross Over', style=shape.circle, location=location.absolute, color=color.new(color.lime, 0), size=size.small, offset=-1) // plotshape(sQQEx and QQExshort == 1 ? FastAtrRsiTL[1] - 50 : na, title='QQE XQ Cross Under', style=shape.circle, location=location.absolute, color=color.new(color.blue, 0), size=size.small, offset=-1) // // Signal crosses zero line // plotshape(sQQEz and QQEzlong == 1 ? RsiMa - 50 : na, title='QQE XZ Zero Cross Over', style=shape.square, location=location.absolute, color=color.new(color.aqua, 0), size=size.small, offset=0) // plotshape(sQQEz and QQEzshort == 1 ? RsiMa - 50 : na, title='QQE XZ Zero Cross Under', style=shape.square, location=location.absolute, color=color.new(color.fuchsia, 0), size=size.small, offset=0) // hcolor = RsiMa - 50 > ThreshHold ? color.green : RsiMa - 50 < 0 - ThreshHold ? color.red : color.orange // plot(FastAtrRsiTL - 50, color=color.new(color.blue, 0), linewidth=2) // p1 = plot(RsiMa - 50, color=color.new(color.orange, 0), linewidth=2) // plot(RsiMa - 50, color=hcolor, style=plot.style_columns, transp=50) // hZero = hline(0, color=color.black, linestyle=hline.style_dashed, linewidth=1) // hUpper = hline(ThreshHold, color=color.green, linestyle=hline.style_dashed, linewidth=2) // hLower = hline(0 - ThreshHold, color=color.red, linestyle=hline.style_dashed, linewidth=2) // fill(hUpper, hLower, color=color.new(color.gray, 80)) //EOF length := input.int(title='ATR Length', defval=14, minval=1) smoothing = input.string(title='ATR Smoothing', defval='RMA', options=['RMA', 'SMA', 'EMA', 'WMA']) m = input(0.3, 'ATR Multiplier') src1 = input(high) src2 = input(low) pline = input(true, 'Show Price Lines') col1 = input(color.blue, 'ATR Text Color') col2 = input.color(color.teal, 'Low Text Color', inline='1') col3 = input.color(color.red, 'High Text Color', inline='2') collong = input.color(color.teal, 'Low Line Color', inline='1') colshort = input.color(color.red, 'High Line Color', inline='2') ma_function(source, length) => if smoothing == 'RMA' ta.rma(source, length) else if smoothing == 'SMA' ta.sma(source, length) else if smoothing == 'EMA' ta.ema(source, length) else ta.wma(source, length) a = ma_function(ta.tr(true), length) * m s_sl = ma_function(ta.tr(true), length) * m + src1 l_sl = src2 - ma_function(ta.tr(true), length) * m p1 = plot(s_sl, title='ATR Short Stop Loss', color=colshort, trackprice=pline ? true : false, transp=20) p2 = plot(l_sl, title='ATR Long Stop Loss', color=collong, trackprice=pline ? true : false, transp=20) bgc = RsiMa - 50 > ThreshHold ? color.green : Rsi - 50 < 0 - ThreshHold ? color.red : color.orange barcolor(inpDrawBars ? bgc : na) prebuy = RsiMa - 50 > ThreshHold buy=prebuy and not(prebuy[1]) and fma > ma var long_tp=0.0 var long_sl=0.0 var short_tp=0.0 var short_sl=0.0 if prebuy strategy.close("Short") if buy and strategy.position_size<=0 strategy.entry("Long", strategy.long) long_sl:=l_sl long_tp:=close+(close-long_sl)*2 //if strategy.position_size>0 strategy.exit("L_SL","Long",stop=long_sl) //strategy.exit("L_SL","Long",stop=long_sl) // if low<long_sl[1] // strategy.close("Long") presell=RsiMa - 50 < 0 - ThreshHold // RsiMa - 50 < 0 - ThreshHold sell= presell and not(presell[1]) and fma < ma //plotshape(presell) if presell strategy.close("Long") if sell and strategy.position_size>=0 strategy.entry("Short", strategy.short) short_sl:=s_sl short_tp:=close-(short_sl-close)*2 //if strategy.position_size<0 strategy.exit("S_SL","Short",stop=short_sl) //strategy.exit("S_SL","Short",stop=short_sl)