フュージョン移動平均マルチクロスオーバー取引戦略
作成日:
2023-12-20 14:12:20
最終変更日:
2023-12-20 14:12:20
コピー:
0
クリック数:
632
ChaoZhang
1
フォロー
1621
フォロワー
概要
この戦略は,3つの移動平均 (MA1,MA2,MA3) の交差に基づく取引戦略である. 3つの移動平均のタイプ,周期,価格データソースおよび解像度,およびそれらの間の交差が取引されるかどうかを設定することにより,柔軟な取引戦略の組み合わせが得られる.
原則
この戦略は,主に3つの移動平均線の間に発生する交差および複写信号を取引信号として利用する.より短い周期の移動平均線がより長い周期の移動平均線を上下から横切るときは,長期ポジション開設シグナルを生成し,より短い周期の移動平均線がより長い周期の移動平均線を上下から横切るときは,平仓シグナルを生成する.
ユーザーは,3つの移動平均のタイプ (SMA,EMAなど),周期,価格データソース (閉盤価格,最高価格など),K線解像度 (分線,日線など) を自由に選択できます. また,各移動平均の間の交差を起動するかどうかを選択して,特定の交差に対して取引行動を起こすかどうかを決定することもできます.
この戦略は,現在,市場価格のみでポジションを開設し,ポジションを和平にするだけです. 取引ごとに投資資金は,口座総権益の100%となります.
利点
- 移動平均の種類,周期などのパラメータを自由に選択して最適化および組み合わせることができ,曲線適合のリスクを軽減します.
- 複数の移動平均の交差は,取引の機会を増やし,取引の頻度を高めます.
- 長期,中期,短期の移動平均を使って,トレンドと逆転のバランスをとることができます.
- 複数のK線解像度に対応し,複数の時間枠解析が可能
- 自動予測機能で,パラメータマッチングの効果をテストできます.
リスク
- 大量のパラメータの組み合わせは,過度に最適化につながる可能性があります.
- 取引の頻度が高いため,取引手数料とスライドポイントコストが増加する可能性があります.
- 市場価格のチケットは,入場を制限できません.
- 複数の移動平均値が衝突する可能性がある
- 回測とリールディスクのパフォーマンスに差がある可能性がある
改善の提案
- ウォークス・フォワード解析で有効なパラメータ範囲を得ます.
- 取引手数料とスライドポイントのコストを回測に追加する
- 市場価格の代わりに 制限価格の切符を試す
- フィルタリング条件を増やして 衝突信号を回避する
- リアル環境を模擬したフィードバックで検証策略
要約する
この戦略は,移動平均の滑らかな性質と交差信号のパターン認識能力を総合的に利用しています. ユーザーは,トレンドフォローと逆転認識の間のバランスを取るために,パラメータを柔軟に選択できます. 同時に,過剰な最適化リスクを制御することに注意する必要があります.
ストラテジーソースコード
/*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")