
ダウスト理論のトレンド自在動量戦略は,クラシックダウスト理論の原理に基づく,取引決定を導くための先進的な取引方法である.この戦略は,価格の傾向の基本的な動態を検出し,確認することに焦点を当てており,より高い高値 (Higher Highs) とより高い低値 (Higher Lows) を使用して上昇傾向を定義し,より低い高値 (Lower Highs) とより低い低値 (Lower Lows) を使用して下降傾向を定義する.この方法は,市場動向を捕捉し,傾向が変化する時に迅速に反応するための体系的な方法を提供することを目的としています.
この戦略の核心原理は,ダウスト理論のクラシックなトレンド識別方法に基づいています. この戦略は,ta.pivothigh (●) とta.pivotlow (●) の関数を使用して,重要な転換点を検出します.具体的には,以下の重要なステップが含まれています.
ダウスト理論のトレンド自己適応動量戦略は,革新的なターニングポイント分析技術によって,トレーダーに体系的なトレンド識別ツールを提供する強力なトレンド追跡方法である.いくつかの固有のリスクがあるにもかかわらず,その柔軟性とダイナミクスは,近代的な量化取引戦略の価値ある方法にそれを作る.この戦略を成功に適用するには,その働きの原理を深く理解し,特定の市場環境に応じて常に最適化および調整する必要があります.
The Dow Theory Trend Adaptive Momentum Strategy is an advanced trading approach based on classic Dow Theory principles, designed to guide trading decisions by identifying key turning points in market trends. The strategy focuses on detecting and confirming the fundamental dynamics of price trends, using Higher Highs and Higher Lows to define uptrends, and Lower Highs and Lower Lows to define downtrends. This method aims to provide a systematic approach to capturing market trends and responding promptly when trends change.
The core principle of this strategy is based on the classic Dow Theory trend identification method. The strategy detects key turning points using ta.pivothigh() and ta.pivotlow() functions. Specific implementation includes the following key steps:
The Dow Theory Trend Adaptive Momentum Strategy is a powerful trend-following method that provides traders with a systematic trend identification tool through innovative turning point analysis techniques. Despite some inherent risks, its flexibility and dynamism make it a valuable approach in modern quantitative trading strategies. Successfully applying this strategy requires a deep understanding of its working principles and continuous optimization and adjustment based on specific market environments.
/*backtest
start: 2025-03-29 00:00:00
end: 2025-03-30 09:00:00
period: 2m
basePeriod: 2m
exchanges: [{"eid":"Futures_Binance","currency":"BNB_USDT"}]
*/
//@version=5
// strategy(title="Dow Theory Trend Strategy v3", shorttitle="Dow Trend Strat v3", overlay=true,
// initial_capital=10000, default_qty_type=strategy.percent_of_equity, default_qty_value=10,
// commission_type=strategy.commission.percent, commission_value=0.1, // Example strategy settings with commission
// process_orders_on_close=true) // Consider processing on bar close for more stable backtests
strategy(title="Dow Theory Trend Strategy v3", shorttitle="Dow Trend Strat v3", overlay=true) // Basic strategy settings
// --- 設定 ---
// Calculation Settings
pivotLookback = input.int(10, title="Pivot Lookback Period", minval=1, tooltip="ピボットハイ/ローを検出するための左右のバーの数", group="Calculation Settings")
// Display Settings
showPivotPoints = input.bool(true, title="Show Pivot Points", tooltip="ピボットハイ/ローのポイントを表示します", group="Display Settings")
showTrendChange = input.bool(true, title="Show Trend Change Signals", tooltip="トレンド転換のシグナル(エントリーポイント)を表示します", group="Display Settings")
// Strategy Settings
// --- Manual Trend Override (配列定義を input 内に変更) ---
manualTrendMode = input.string("Auto", title="Manual Trend Mode",
options=["Auto", "Long Only", "Short Only"], // オプションをここで直接定義
tooltip="手動でトレード方向を指定 (Auto: ダウ理論に従う, Long Only: ロングのみ, Short Only: ショートのみ)",
group="Strategy Settings")
// Risk Management Settings
useStopLoss = input.bool(true, title="Use Stop Loss", group="Risk Management")
stopLossTicks = input.float(100, title="Stop Loss (Ticks)", minval=1, group="Risk Management", tooltip="エントリー価格からのストップロスまでのティック(最小値動き)数。例:EURUSDで20 pips (tick=0.00001)なら200。")
useTakeProfit = input.bool(true, title="Use Take Profit", group="Risk Management")
takeProfitTicks = input.float(200, title="Take Profit (Ticks)", minval=1, group="Risk Management", tooltip="エントリー価格からのテイクプロフィットまでのティック(最小値動き)数。例:EURUSDで40 pips (tick=0.00001)なら400。")
// --- ピボットハイ/ローの検出 ---
pivotHighPrice = ta.pivothigh(high, pivotLookback, pivotLookback)
pivotLowPrice = ta.pivotlow(low, pivotLookback, pivotLookback)
// --- ピボットポイントの値を保持するための変数 ---
var float lastPivotHigh = na
var float prevPivotHigh = na
var float lastPivotLow = na
var float prevPivotLow = na
var int lastPivotHighBar = na
var int prevPivotHighBar = na
var int lastPivotLowBar = na
var int prevPivotLowBar = na
// --- 新しいピボットが確定したかどうかの検出と値の更新 ---
if not na(pivotHighPrice)
if na(lastPivotHigh) or pivotHighPrice != lastPivotHigh
prevPivotHigh := lastPivotHigh
prevPivotHighBar := lastPivotHighBar
lastPivotHigh := pivotHighPrice
lastPivotHighBar := bar_index - pivotLookback
if not na(pivotLowPrice)
if na(lastPivotLow) or pivotLowPrice != lastPivotLow
prevPivotLow := lastPivotLow
prevPivotLowBar := lastPivotLowBar
lastPivotLow := pivotLowPrice
lastPivotLowBar := bar_index - pivotLookback
// --- ダウ理論に基づくトレンド判定 (改良版) ---
var int trendDirection = 0
bool hasEnoughPivots = not na(lastPivotHigh) and not na(prevPivotHigh) and not na(lastPivotLow) and not na(prevPivotLow)
if hasEnoughPivots
isHigherHigh = lastPivotHigh > prevPivotHigh
isHigherLow = lastPivotLow > prevPivotLow
isUptrendConfirmed = isHigherHigh and isHigherLow
isLowerHigh = lastPivotHigh < prevPivotHigh
isLowerLow = lastPivotLow < prevPivotLow
isDowntrendConfirmed = isLowerHigh and isLowerLow
if isUptrendConfirmed
trendDirection := 1
else if isDowntrendConfirmed
trendDirection := -1
else
trendDirection := trendDirection[1]
// --- トレンド転換の検出 ---
bool trendChanged = ta.change(trendDirection) != 0
bool changedToUp = trendChanged and trendDirection == 1
bool changedToDown = trendChanged and trendDirection == -1
// --- 描画処理 ---
bgcolor(trendDirection == 1 ? color.new(color.blue, 85) : trendDirection == -1 ? color.new(color.red, 85) : color.new(color.gray, 90), title="Trend Background")
plotshape(showPivotPoints and not na(pivotHighPrice), title="Pivot High", location=location.abovebar, color=color.new(color.maroon, 20), style=shape.triangledown, size=size.tiny, offset=-pivotLookback)
plotshape(showPivotPoints and not na(pivotLowPrice), title="Pivot Low", location=location.belowbar, color=color.new(color.navy, 20), style=shape.triangleup, size=size.tiny, offset=-pivotLookback)
plotshape(showTrendChange and changedToUp, title="Uptrend Start Signal", location=location.belowbar, color=color.new(color.green, 0), style=shape.labelup, text="▲ UP", textcolor=color.white, size=size.small)
plotshape(showTrendChange and changedToDown, title="Downtrend Start Signal", location=location.abovebar, color=color.new(color.red, 0), style=shape.labeldown, text="▼ DOWN", textcolor=color.white, size=size.small)
// --- ストラテジーロジック ---
bool allowLong = manualTrendMode == "Auto" or manualTrendMode == "Long Only"
bool allowShort = manualTrendMode == "Auto" or manualTrendMode == "Short Only"
if (changedToUp and allowLong)
strategy.entry("L", strategy.long, comment="Go Long")
if (useStopLoss or useTakeProfit)
float slValue = useStopLoss and stopLossTicks > 0 ? stopLossTicks : na
float tpValue = useTakeProfit and takeProfitTicks > 0 ? takeProfitTicks : na
strategy.exit("LX", from_entry="L", loss=slValue, profit=tpValue, comment_loss="SL Long", comment_profit="TP Long")
if (changedToDown and allowShort)
strategy.entry("S", strategy.short, comment="Go Short")
if (useStopLoss or useTakeProfit)
float slValue = useStopLoss and stopLossTicks > 0 ? stopLossTicks : na
float tpValue = useTakeProfit and takeProfitTicks > 0 ? takeProfitTicks : na
strategy.exit("SX", from_entry="S", loss=slValue, profit=tpValue, comment_loss="SL Short", comment_profit="TP Short")
// --- デバッグ用 ---
// plot(trendDirection, title="Trend Direction Value")