二重移動平均指標の融合戦略
この戦略は, 2/20 MA インジケーターと絶対価格オシレーター (APO) を統合して取引信号を生成します.
まず,20期間のEMAを計算し,価格がEMAを超えたり下回ったときに簡単なロング/ショートシグナルを生成します.次に,急上昇/下落の勢いを決定するために,高速および遅延のEMA差値からAPO指標を計算します.
最後に,この戦略は両方の指標を組み合わせます. 2/20 MA と APO がそれぞれ対応する信号を出したとき,ロング/ショートエントリが起動し,両者が反対の信号を出したとき,出口が発生します.
この二重指標戦略の利点は,各指標の技術的な強みを利用し,パフォーマンスを向上させるためのシグナルを検証することです.しかし,統合の遅れは存在します.
要するに,二重移動平均の融合戦略は,雑音トレードをフィルターするためにシンプルで複雑な指標をシネージ化しますが,適切なパラメータ調整が必要であり,推奨された使用時間枠を厳密に遵守する必要があります.そうでなければライブパフォーマンスは保証できません.
/*backtest
start: 2023-01-01 00:00:00
end: 2023-03-23 00:00:00
period: 12h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=5
////////////////////////////////////////////////////////////
// Copyright by HPotter v1.0 14/01/2022
// This is combo strategies for get a cumulative signal.
//
// First strategy
// This indicator plots 2/20 exponential moving average. For the Mov
// Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met.
//
// Second strategy
// The Absolute Price Oscillator displays the difference between two exponential
// moving averages of a security's price and is expressed as an absolute value.
// How this indicator works
// APO crossing above zero is considered bullish, while crossing below zero is bearish.
// A positive indicator value indicates an upward movement, while negative readings
// signal a downward trend.
// Divergences form when a new high or low in price is not confirmed by the Absolute Price
// Oscillator (APO). A bullish divergence forms when price make a lower low, but the APO
// forms a higher low. This indicates less downward momentum that could foreshadow a bullish
// reversal. A bearish divergence forms when price makes a higher high, but the APO forms a
// lower high. This shows less upward momentum that could foreshadow a bearish reversal.
//
// WARNING:
// - For purpose educate only
// - This script to change bars colors.
////////////////////////////////////////////////////////////
EMA20(Length) =>
pos = 0.0
xPrice = close
xXA = ta.ema(xPrice, Length)
nHH = math.max(high, high[1])
nLL = math.min(low, low[1])
nXS = nLL > xXA or nHH < xXA ? nLL : nHH
iff_1 = nXS < close[1] ? 1 : nz(pos[1], 0)
pos := nXS > close[1] ? -1 : iff_1
pos
APO(LengthShortEMA, LengthLongEMA) =>
pos = 0.0
xPrice = close
xShortEMA = ta.ema(xPrice, LengthShortEMA)
xLongEMA = ta.ema(xPrice, LengthLongEMA)
xAPO = xShortEMA - xLongEMA
iff_1 = xAPO < 0 ? -1 : nz(pos[1], 0)
pos := xAPO > 0 ? 1 : iff_1
pos
strategy(title='Combo 2/20 EMA & Absolute Price Oscillator (APO) ', shorttitle='Combo', overlay=true)
var I1 = '●═════ 2/20 EMA ═════●'
Length = input.int(14, minval=1, group=I1)
var I2 = '●═════ Absolute Price Oscillator (APO) ═════●'
LengthShortEMA = input.int(10, minval=1, group=I2)
LengthLongEMA = input.int(20, minval=1, group=I2)
var misc = '●═════ MISC ═════●'
reverse = input.bool(false, title='Trade reverse', group=misc)
var timePeriodHeader = '●═════ Time Start ═════●'
d = input.int(1, title='From Day', minval=1, maxval=31, group=timePeriodHeader)
m = input.int(1, title='From Month', minval=1, maxval=12, group=timePeriodHeader)
y = input.int(2005, title='From Year', minval=0, group=timePeriodHeader)
StartTrade = time > timestamp(y, m, d, 00, 00) ? true : false
posEMA20 = EMA20(Length)
prePosAPO = APO(LengthShortEMA, LengthLongEMA)
iff_1 = posEMA20 == -1 and prePosAPO == -1 and StartTrade ? -1 : 0
pos = posEMA20 == 1 and prePosAPO == 1 and StartTrade ? 1 : iff_1
iff_2 = reverse and pos == -1 ? 1 : pos
possig = reverse and pos == 1 ? -1 : iff_2
if possig == 1
strategy.entry('Long', strategy.long)
if possig == -1
strategy.entry('Short', strategy.short)
if possig == 0
strategy.close_all()
barcolor(possig == -1 ? #b50404 : possig == 1 ? #079605 : #0536b3)