Estrategia de negociación cruzada de medias móviles múltiples
El autor:¿ Qué pasa?, Fecha: 2023-12-20 14:12:20Las etiquetas:
Resumen general Esta estrategia se basa en el cruce de tres líneas de media móvil (MA1, MA2, MA3). Al establecer el tipo, el período, la fuente de datos de precios, la resolución de los tres MA, así como al permitir la negociación en sus cruces, se pueden obtener combinaciones de estrategias de negociación flexibles.
Principio La estrategia utiliza principalmente las señales de cruce y subcruce entre las tres líneas de promedio móvil como señales de negociación. Cuando el MA de período más corto cruza el MA de período más largo de abajo hacia arriba, genera una señal de entrada larga; cuando el MA de período más corto cruza el MA de período más largo de arriba hacia abajo, genera una señal de salida.
Los usuarios pueden elegir libremente el tipo (SMA, EMA, etc.), el período, la fuente de datos de precios (precio de cierre, precio más alto, etc.) y la resolución (bares de minutos, bares diarios, etc.) de los tres MA. Además, la negociación en los cruces entre cada MA se puede habilitar o deshabilitar para determinar si se deben tomar acciones comerciales en ciertos cruces.
En la actualidad, la estrategia solo es larga, entrando y saliendo de posiciones con órdenes de mercado.
Ventajas
- Optimización y combinación flexibles mediante la libre elección de los parámetros de los MAs, reduciendo el riesgo de ajuste de la curva
- Las múltiples cruces de MA generan más oportunidades de negociación, aumentando la frecuencia de negociación
- Utilización de los saldos de las AS a largo, mediano y corto plazo entre el seguimiento de la tendencia y la reversión
- El soporte para diferentes resoluciones permite el análisis de múltiples marcos de tiempo
- Funcionalidad de pronóstico incorporada que permite la prueba de los parámetros de efecto de ajuste
Los riesgos
- Una gran cantidad de combinaciones de parámetros puede llevar a un sobreajuste
- La alta frecuencia de negociación puede aumentar los costos de las comisiones de negociación y el deslizamiento
- Las órdenes de mercado no pueden limitar el precio de entrada
- Pueden presentarse señales contradictorias con múltiples MAs
- Puede existir una diferencia de rendimiento entre backtest y trading en vivo
Sugerencias para optimizar
- Obtener un rango de parámetros válidos a través del análisis de avances
- Añadir las tarifas de negociación y los costos de deslizamiento en backtest
- Prueba órdenes de límite en lugar de órdenes de mercado
- Añadir filtros para evitar señales contradictorias
- Validar la robustez de la estrategia en un entorno realista simulado
Resumen de las actividades La estrategia aprovecha ampliamente el rasgo de suavizado de los MA y el poder de reconocimiento de patrones de las señales de cruce. Los usuarios pueden elegir flexiblemente parámetros para equilibrar entre el seguimiento de tendencias e identificación de reversión. También el riesgo de sobreajuste debe controlarse validando la robustez de la estrategia bajo condiciones de mercado complejas simuladas en backtest. En conclusión, esta estrategia proporciona un ejemplo efectivo de utilizar múltiples MA para la negociación.
/*backtest
start: 2023-11-19 00:00:00
end: 2023-12-19 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=4
//
// Pine Script v4
// @author BigBitsIO
// Script Library: https://www.tradingview.com/u/BigBitsIO/#published-scripts
//
// study(title, shorttitle, overlay, format, precision)
// https://www.tradingview.com/pine-script-reference/#fun_strategy
strategy(shorttitle = "TManyMA Strategy - ST9 - Long Market Only", title="Triple Many Moving Averages", overlay=true, pyramiding=1, default_qty_type=strategy.percent_of_equity, default_qty_value=100)
// MA#Period is a variable used to store the indicator lookback period. In this case, from the input.
// input - https://www.tradingview.com/pine-script-docs/en/v4/annotations/Script_inputs.html
MA1Period = input(50, title="MA1 Period", minval=1, step=1)
MA1Type = input(title="MA1 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA1Source = input(title="MA1 Source", type=input.source, defval=close)
MA1Resolution = input(title="MA1 Resolution", defval="00 Current", options=["00 Current", "01 1m", "02 3m", "03 5m", "04 15m", "05 30m", "06 45m", "07 1h", "08 2h", "09 3h", "10 4h", "11 1D", "12 1W", "13 1M"])
MA1Visible = input(title="MA1 Visible", type=input.bool, defval=true) // Will automatically hide crossBovers containing this MA
MA2Period = input(100, title="MA2 Period", minval=1, step=1)
MA2Type = input(title="MA2 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA2Source = input(title="MA2 Source", type=input.source, defval=close)
MA2Resolution = input(title="MA2 Resolution", defval="00 Current", options=["00 Current", "01 1m", "02 3m", "03 5m", "04 15m", "05 30m", "06 45m", "07 1h", "08 2h", "09 3h", "10 4h", "11 1D", "12 1W", "13 1M"])
MA2Visible = input(title="MA2 Visible", type=input.bool, defval=true) // Will automatically hide crossovers containing this MA
MA3Period = input(200, title="MA3 Period", minval=1, step=1)
MA3Type = input(title="MA3 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA3Source = input(title="MA3 Source", type=input.source, defval=close)
MA3Resolution = input(title="MA3 Resolution", defval="00 Current", options=["00 Current", "01 1m", "02 3m", "03 5m", "04 15m", "05 30m", "06 45m", "07 1h", "08 2h", "09 3h", "10 4h", "11 1D", "12 1W", "13 1M"])
MA3Visible = input(title="MA3 Visible", type=input.bool, defval=true) // Will automatically hide crossovers containing this MA
ShowCrosses = input(title="Show Crosses", type=input.bool, defval=false)
ForecastBias = input(title="Forecast Bias", defval="Neutral", options=["Neutral", "Bullish", "Bearish"])
ForecastBiasPeriod = input(14, title="Forecast Bias Period")
ForecastBiasMagnitude = input(1, title="Forecast Bias Magnitude", minval=0.25, maxval=20, step=0.25)
ShowForecasts = input(title="Show Forecasts", type=input.bool, defval=true)
ShowRibbons = input(title="Show Ribbons", type=input.bool, defval=true)
TradeMA12Crosses = input(title="Trade MA 1-2 Crosses", type=input.bool, defval=true)
TradeMA13Crosses = input(title="Trade MA 1-3 Crosses", type=input.bool, defval=true)
TradeMA23Crosses = input(title="Trade MA 2-3 Crosses", type=input.bool, defval=true)
// MA# is a variable used to store the actual moving average value.
// if statements - https://www.tradingview.com/pine-script-reference/#op_if
// MA functions - https://www.tradingview.com/pine-script-reference/ (must search for appropriate MA)
// custom functions in pine - https://www.tradingview.com/wiki/Declaring_Functions
ma(MAType, MASource, MAPeriod) =>
if MAType == "SMA"
ta.sma(MASource, MAPeriod)
else
if MAType == "EMA"
ta.ema(MASource, MAPeriod)
else
if MAType == "WMA"
ta.wma(MASource, MAPeriod)
else
if MAType == "RMA"
ta.rma(MASource, MAPeriod)
else
if MAType == "HMA"
ta.wma(2*wma(MASource, MAPeriod/2)-ta.wma(MASource, MAPeriod), round(sqrt(MAPeriod)))
else
if MAType == "DEMA"
e = ta.ema(MASource, MAPeriod)
2 * e - ta.ema(e, MAPeriod)
else
if MAType == "TEMA"
e = ta.ema(MASource, MAPeriod)
3 * (e - ta.ema(e, MAPeriod)) + ta.ema(ema(e, MAPeriod), MAPeriod)
else
if MAType == "VWMA"
ta.vwma(MASource, MAPeriod)
res(MAResolution) =>
if MAResolution == "00 Current"
timeframe.period
else
if MAResolution == "01 1m"
"1"
else
if MAResolution == "02 3m"
"3"
else
if MAResolution == "03 5m"
"5"
else
if MAResolution == "04 15m"
"15"
else
if MAResolution == "05 30m"
"30"
else
if MAResolution == "06 45m"
"45"
else
if MAResolution == "07 1h"
"60"
else
if MAResolution == "08 2h"
"120"
else
if MAResolution == "09 3h"
"180"
else
if MAResolution == "10 4h"
"240"
else
if MAResolution == "11 1D"
"1D"
else
if MAResolution == "12 1W"
"1W"
else
if MAResolution == "13 1M"
"1M"
// https://www.tradingview.com/pine-script-reference/#fun_request.security
MA1 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period))
MA2 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period))
MA3 = request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period))
// Plotting crossover/unders for all combinations of crosses
// Crossovers no longer detected in label code, they need to be re-used for strategy - crosses and visibility must be set
MA12Crossover = MA1Visible and MA2Visible and ta.crossover(MA1, MA2)
MA12Crossunder = MA1Visible and MA2Visible and ta.crossunder(MA1, MA2)
MA13Crossover = MA1Visible and MA3Visible and ta.crossover(MA1, MA3)
MA13Crossunder = MA1Visible and MA3Visible and ta.crossunder(MA1, MA3)
MA23Crossover = MA2Visible and MA3Visible and ta.crossover(MA2, MA3)
MA23Crossunder = MA2Visible and MA3Visible and ta.crossunder(MA2, MA3)
// https://www.tradingview.com/pine-script-reference/v4/#fun_label%7Bdot%7Dnew
if ShowCrosses and MA12Crossunder
lun1 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed under '+tostring(MA2Period)+' '+MA2Type,
color=color.red,
textcolor=color.red,
style=label.style_xcross, size=size.small)
label.set_y(lun1, MA1)
if ShowCrosses and MA12Crossover
lup1 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed over '+tostring(MA2Period)+' '+MA2Type,
color=color.green,
textcolor=color.green,
style=label.style_xcross, size=size.small)
label.set_y(lup1, MA1)
if ShowCrosses and MA13Crossunder
lun2 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed under '+tostring(MA3Period)+' '+MA3Type,
color=color.red,
textcolor=color.red,
style=label.style_xcross, size=size.small)
label.set_y(lun2, MA1)
if ShowCrosses and MA13Crossover
lup2 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed over '+tostring(MA3Period)+' '+MA3Type,
color=color.green,
textcolor=color.green,
style=label.style_xcross, size=size.small)
label.set_y(lup2, MA1)
if ShowCrosses and MA23Crossunder
lun3 = label.new(bar_index, na, tostring(MA2Period)+' '+MA2Type+' crossed under '+tostring(MA3Period)+' '+MA3Type,
color=color.red,
textcolor=color.red,
style=label.style_xcross, size=size.small)
label.set_y(lun3, MA2)
if ShowCrosses and MA23Crossover
lup3 = label.new(bar_index, na, tostring(MA2Period)+' '+MA2Type+' crossed over '+tostring(MA3Period)+' '+MA3Type,
color=color.green,
textcolor=color.green,
style=label.style_xcross, size=size.small)
label.set_y(lup3, MA2)
// plot - This will draw the information on the chart
// plot - https://www.tradingview.com/pine-script-docs/en/v4/annotations/plot_annotation.html
plot(MA1Visible ? MA1 : na, color=color.green, linewidth=2, title="MA1")
plot(MA2Visible ? MA2 : na, color=color.yellow, linewidth=3, title="MA2")
plot(MA3Visible ? MA3 : na, color=color.red, linewidth=4, title="MA3")
// Forecasting - forcasted prices are calculated using our MAType and MASource for the MAPeriod - the last X candles.
// it essentially replaces the oldest X candles, with the selected source * X candles
// Bias - We'll add an "adjustment" for each additional candle being forecasted based on ATR of the previous X candles
// custom functions in pine - https://www.tradingview.com/wiki/Declaring_Functions
bias(Bias, BiasPeriod) =>
if Bias == "Neutral"
0
else
if Bias == "Bullish"
(atr(BiasPeriod) * ForecastBiasMagnitude)
else
if Bias == "Bearish"
((atr(BiasPeriod) * ForecastBiasMagnitude) * -1) // multiplying by -1 to make it a negative, bearish bias
// Note - Can not show forecasts on different resolutions at the moment, x-axis is an issue
Bias = bias(ForecastBias, ForecastBiasPeriod) // 14 is default atr period
MA1Forecast1 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 1)) * (MA1Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA1Period
MA1Forecast2 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 2)) * (MA1Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA1Period
MA1Forecast3 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 3)) * (MA1Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA1Period
MA1Forecast4 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 4)) * (MA1Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA1Period
MA1Forecast5 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 5)) * (MA1Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA1Period
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast1 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 1", offset=1, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast2 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 2", offset=2, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast3 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 3", offset=3, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast4 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 4", offset=4, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast5 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 5", offset=5, show_last=1)
MA2Forecast1 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 1)) * (MA2Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA2Period
MA2Forecast2 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 2)) * (MA2Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA2Period
MA2Forecast3 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 3)) * (MA2Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA2Period
MA2Forecast4 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 4)) * (MA2Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA2Period
MA2Forecast5 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 5)) * (MA2Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA2Period
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast1 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 1", offset=1, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast2 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 2", offset=2, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast3 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 3", offset=3, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast4 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 4", offset=4, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast5 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 5", offset=5, show_last=1)
MA3Forecast1 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 1)) * (MA3Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA3Period
MA3Forecast2 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 2)) * (MA3Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA3Period
MA3Forecast3 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 3)) * (MA3Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA3Period
MA3Forecast4 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 4)) * (MA3Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA3Period
MA3Forecast5 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 5)) * (MA3Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA3Period
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast1 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 1", offset=1, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast2 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 2", offset=2, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast3 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 3", offset=3, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast4 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 4", offset=4, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast5 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 5", offset=5, show_last=1)
// Ribbon related code
// For Ribbons to work - they must use the same MAType, MAResolution and MASource. This is to ensure the ribbons are fair between one to the other.
// Ribbons also will usually look better if MA1Period < MA2Period and MA2Period < MA3Period
// custom functions in pine - https://www.tradingview.com/wiki/Declaring_Functions
// This function is used to calculate the period to be used on a ribbon based on existing MAs
rperiod(P1, P2, Step, Ribbons) =>
((array.abs(P1 - P2)) / (Ribbons + 1) * Step) + math.min(P1, P2)
// divide by +1 so that 5 lines can show. Divide by 5 and one line shows up on another MA
// MA1-MA2
Ribbon1 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 1, 5)))
Ribbon2 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 2, 5)))
Ribbon3 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 3, 5)))
Ribbon4 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 4, 5)))
Ribbon5 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 5, 5)))
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon1 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon1", transp=90)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon2 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon2", transp=85)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon3 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon3", transp=80)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon4 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon4", transp=75)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon5 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon5", transp=70)
// MA2-MA3
Ribbon6 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 1, 5)))
Ribbon7 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 2, 5)))
Ribbon8 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 3, 5)))
Ribbon9 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 4, 5)))
Ribbon10 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 5, 5)))
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon6 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon6", transp=70)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon7 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon7", transp=75)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon8 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon8", transp=80)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon9 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon9", transp=85)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon10 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon10", transp=90)
// Strategy Specific
if MA12Crossover and TradeMA12Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
strategy.entry("1 over 2", strategy.long, comment="1 over 2")
if MA12Crossunder and TradeMA12Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
strategy.close("1 over 2")
if MA13Crossover and TradeMA13Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
strategy.entry("1 over 3", strategy.long, comment="1 over 3")
if MA13Crossunder and TradeMA13Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
strategy.close("1 over 3")
if MA23Crossover and TradeMA23Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
strategy.entry("2 over 3", strategy.long, comment="2 over 3")
if MA23Crossunder and TradeMA23Crosses
//https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
strategy.close("2 over 3")
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