Estrategia de pérdida de detención de ATR de seguimiento adaptativa

El autor:¿ Qué pasa?, Fecha: 2023-09-13 15:48:32
Las etiquetas:

Esta estrategia se llama Adaptive ATR Trailing Stop Loss Strategy. Utiliza el indicador ATR para establecer los niveles de stop loss, y cambia de un stop ajustado a un stop suelto después de la entrada para seguir las tendencias mientras controla el riesgo.

La lógica específica es:

  1. Calcular el rango de los precios más altos y más bajos durante un determinado período como señal de entrada.

  2. Después de la entrada, se utiliza inicialmente una parada ATR más apretada, fijada en 1,5 veces el valor ATR, para limitar las pérdidas posteriores a la entrada.

  3. Durante el mantenimiento del comercio, el stop se cambia a un looser 4 veces ATR. El stop mantiene los precios a la zaga, pero permite más espacio para que las tendencias se extiendan.

  4. El nivel de parada siempre sigue el precio más bajo (transacción larga) o el precio más alto (transacción corta) y se ajusta a las fluctuaciones de precios, logrando un efecto de parada posterior.

  5. Cuando el precio cae por debajo del nivel de stop (largo) o se eleva por encima de él (corto), se activa el stop loss.

La ventaja de esta estrategia es el uso de un mecanismo de stop loss adaptativo para garantizar el control del riesgo y evitar los stop out prematuros.

En conclusión, las paradas dinámicas son medios importantes para mejorar la rentabilidad. La aplicación flexible del stop loss puede mantener mejor las ganancias de tendencia y controlar los riesgos.


/*backtest
start: 2023-08-13 00:00:00
end: 2023-09-12 00:00:00
period: 1h
basePeriod: 15m
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/
//@version=4
//@author=Takazudo

strategy("ATR trailing SL tight to slack [Takazudo]",
  overlay=true,
  default_qty_type=strategy.fixed,
  initial_capital=0,
  currency=currency.USD)


posSize = strategy.position_size
hasNoPos = posSize == 0
hasLongPos = posSize > 0
hasShortPos = posSize < 0

//============================================================================
// consts, inputs
//============================================================================

// colors

var COLOR_SL_LINE = color.new(#e0f64d, 20)
var COLOR_SL_LINE_THIN = color.new(#e0f64d, 90)
var COLOR_ENTRY_BAND = color.new(#43A6F5, 30)
var COLOR_TRANSPARENT = color.new(#000000, 100)

// Entry strategy

_g1 = 'Entry strategy'
var config_entryBandBars = input(defval = 100, title = "Entry band bar count",  minval=1, group=_g1)

_g2 = 'ATR SL'
var config_slAtr_length = input(24, title = "Trailing stop ATR Length", group=_g2)
var config_slAtr_multi1 = input(1.5, title = "Trailing stop ATR Multiple on tight", type=input.float, step=0.1, group=_g2)
var config_slAtr_multi2 = input(4, title = "Trailing stop ATR Multiple on slack", type=input.float, step=0.1, group=_g2)

_g3 = 'Backtesting range'
var config_fromYear  = input(defval = 2016, title = "From Year",  minval = 1970, group=_g3)
var config_fromMonth = input(defval = 1,    title = "From Month", minval = 1, maxval = 12, group=_g3)
var config_fromDay   = input(defval = 1,    title = "From Day",   minval = 1, maxval = 31, group=_g3)
var config_toYear  = input(defval = 2021, title = "To Year",  minval = 1970, group=_g3)
var config_toMonth = input(defval = 4,    title = "To Month", minval = 1, maxval = 12, group=_g3)
var config_toDay   = input(defval = 5,    title = "To Day",   minval = 1, maxval = 31, group=_g3)

//============================================================================
// Range Edge calculation
//============================================================================

f_calcEntryBand_high() =>
    _highest = max(open[3], close[3])
    for i = 4 to (config_entryBandBars - 1)
        _highest := max(_highest, open[i], close[i])
    _highest

f_calcEntryBand_low() =>
    _lowest = min(open[3], close[3])
    for i = 4 to (config_entryBandBars - 1)
        _lowest := min(_lowest, open[i], close[i])
    _lowest

entryBand_high = f_calcEntryBand_high()
entryBand_low = f_calcEntryBand_low()
entryBand_height = entryBand_high - entryBand_low

plot(entryBand_high, color=COLOR_ENTRY_BAND, linewidth=1)
plot(entryBand_low, color=COLOR_ENTRY_BAND, linewidth=1)

rangeBreakDetected_long = entryBand_high < close
rangeBreakDetected_short = entryBand_low > close

shouldMakeEntryLong = (strategy.position_size == 0) and rangeBreakDetected_long
shouldMakeEntryShort = (strategy.position_size == 0) and rangeBreakDetected_short

//============================================================================
// ATR based stuff
//============================================================================

sl_atrHeight_tight = atr(config_slAtr_length) * config_slAtr_multi1
sl_atrHeight_slack = atr(config_slAtr_length) * config_slAtr_multi2

sl_tight_bull = min(open, close) - sl_atrHeight_tight
sl_tight_bear = max(open, close) + sl_atrHeight_tight
sl_slack_bull = min(open, close) - sl_atrHeight_slack
sl_slack_bear = max(open, close) + sl_atrHeight_slack

plot(sl_tight_bull, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_tight_bear, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_slack_bull, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_slack_bear, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)

//============================================================================
// Sl
//============================================================================

var trailingSl_long = hl2
var trailingSl_short = hl2

trailingSl_long := if hasLongPos
    max(trailingSl_long, sl_slack_bull)
else
    sl_tight_bull

trailingSl_short := if hasShortPos
    min(trailingSl_short, sl_slack_bear)
else
    sl_tight_bear

color_sl_long = hasLongPos ? COLOR_SL_LINE : COLOR_TRANSPARENT
color_sl_short = hasShortPos ? COLOR_SL_LINE : COLOR_TRANSPARENT

plot(trailingSl_long, color=color_sl_long, transp=0, linewidth=2)
plot(trailingSl_short, color=color_sl_short, transp=0, linewidth=2)


//============================================================================
// make entries
//============================================================================

// Calculate start/end date and time condition
startDate  = timestamp(config_fromYear, config_fromMonth, config_fromDay, 00, 00)
finishDate = timestamp(config_toYear,   config_toMonth,   config_toDay,   00, 00)

if (true)
    if shouldMakeEntryLong
        strategy.entry(id="Long", long=true, stop=close)
    if shouldMakeEntryShort
        strategy.entry(id="Short", long=false, stop=close)

strategy.exit('Long-SL/TP', 'Long', stop=trailingSl_long)
strategy.exit('Short-SL/TP', 'Short', stop=trailingSl_short)


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