RSI Strategi Perdagangan Candle

Penulis:ChaoZhang, Tarikh: 2023-09-22 17:10:39
Tag:

Ringkasan

Strategi ini menggabungkan penunjuk Indeks Kekuatan Relatif (RSI) dengan corak candlestick untuk mengenal pasti isyarat kemasukan trend apabila RSI mencapai tahap overbought atau oversold.

Cara Ia Bekerja

  1. Mengira nilai RSI, dengan 70 sebagai baris overbought dan 30 sebagai baris oversold.

  2. Lihat RSI melintasi di atas 30 sebagai isyarat oversold, dan RSI melintasi di bawah 70 sebagai isyarat overbought.

  3. Apabila isyarat di atas berlaku, periksa sama ada lilin semasa atau sebelumnya membentuk corak tertentu seperti marubozu putih / hitam, tukul / lelaki gantung dll.

  4. Jika kedua-dua isyarat RSI dan keadaan lilin dipenuhi, menghasilkan isyarat beli / jual.

  5. Sesuai, beli pada RSI oversold apabila corak bullish seperti palu berlaku, dan menjual pada RSI overbought apabila corak bearish seperti bintang jatuh berlaku.

  6. Mengenal pasti corak kombinasi yang kompleks seperti pinset, bintang pagi/malam untuk isyarat masuk.

  7. RSI melintasi garis tengah bertindak sebagai isyarat keluar.

Kelebihan

  1. Menggabungkan penunjuk dan corak menapis isyarat palsu dan meningkatkan ketepatan kemasukan.

  2. Corak lilin menangkap titik pembalikan trend yang signifikan.

  3. Isyarat overbought/oversold RSI meningkatkan peluang menang.

  4. Gabungan candlestick ganda / tiga menangkap pembalikan yang lebih kuat.

  5. RSI melintasi garis tengah membantu mengunci keuntungan.

Risiko

  1. RSI lag mungkin terlepas titik pembalikan.

  2. Sesetengah isyarat lilin lemah dan memberi isyarat palsu.

  3. Tiada stop loss berdasarkan tinggi / rendah baru-baru ini, risiko kerugian yang tidak terkawal.

  4. Tiada penghentian kerugian, pergerakan buruk yang besar boleh meningkatkan kerugian.

  5. Data backtest yang tidak mencukupi boleh menjejaskan optimalisasi parameter.

Pengoptimuman

  1. Tambah penapis lain seperti MACD, Bollinger Bands.

  2. Tambah trendline untuk stop loss / mengambil keuntungan.

  3. Mengoptimumkan parameter RSI berdasarkan hasil backtest.

  4. Meningkatkan hentian seperti hentian belakang, hentian zon dll.

  5. Uji set data yang lebih panjang untuk menilai ketahanan parameter.

  6. Sesuaikan parameter untuk produk dan rejimen pasaran yang berbeza.

Kesimpulan

Strategi ini mengintegrasikan kekuatan RSI dan pengenalan corak lilin untuk memasuki isyarat berkualiti tinggi pada titik perubahan overbought / oversold untuk mengikuti trend. corak combo yang kuat juga meningkatkan peluang. Tetapi risiko seperti lag dan isyarat palsu kekal, yang memerlukan kombinasi dengan teknik lain dan pengoptimuman lanjut. Secara keseluruhan ia menggabungkan beberapa idea yang menang dan boleh mencapai hasil yang baik jika diparameterkan dengan betul.


/*backtest
start: 2022-09-15 00:00:00
end: 2023-09-21 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

/////////////////////////////////////
//@version=2
//@author=sb
strategy("RSI-candlestick Strategy", overlay=true)
src = hlc3, len = input(14, minval=1, title="Length")
up = rma(max(change(src), 0), len)
down = rma(-min(change(src), 0), len)
rsi = down == 0 ? 100 : up == 0 ? 0 : 100 - (100 / (1 + up / down))
//plot(rsi, color=purple)
//band1 = hline(70)
//band0 = hline(30)
//band2 = hline(50,linestyle=dotted,color=silver)
//fill(band1, band0, color=#cc99ff, transp=70)
//end premade RSI
oversold = rsi < 30
overbought = rsi > 70
barcolor(oversold? #7fff00 : overbought? red : na )
//
//
level_70 = 70
level_70rsi = rsi > level_70 ? rsi : level_70
level_30 = 30
level_30rsi = rsi < 30 ? rsi : level_30

level_50 = 50
//


//p1 = plot(series=level_70, color=red, linewidth=1, transp=100)
//p2 = plot(series=level_70rsi, color=red, linewidth=1, transp=100)
//p3 = plot(series=level_30, color=green, linewidth=1, transp=100)
//p4 = plot(series=level_30rsi, color=green, linewidth=1, transp=100)
//fill(p1, p2, color=red, transp=50)
//fill(p3, p4, color=#7fff00, transp=50)




/////////////////////////////////////


bullishcriteria = input(title="RSI Bullish Criteria",  defval=55, minval=50, maxval=100)
bearishcriteria = input(title="RSI Bearish Criteria",  defval=45, minval=0, maxval=50)

range = high - low
body = abs(close - open)
oc2 = min(close, open) + body/2
upperwick = high - max(open, close)
lowerwick = min(open, close) - low

isUp = close > open
isTrendUp = rsi(close, 14) >= bullishcriteria
isTrendDown = rsi(close, 14) <= bearishcriteria
isDoji = abs(close-open)/(high-low) < 0.05

// Single Candlestick Pattern
// white marubozu
wm = (isUp) and (upperwick <= 0.05*body) and (lowerwick <= 0.05*body) and isTrendDown
plotshape(wm, color=green, style=shape.triangleup, location=location.belowbar, title='white marubozu',text='wm')
if (not na(rsi))
    if (crossover(rsi, level_30) and (wm or wm[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
// black marubozu
bm = (not isUp) and (upperwick <= 0.05*body) and (lowerwick <= 0.05*body) and isTrendUp
plotshape(bm, color=red, style=shape.triangledown, location=location.abovebar, title='black marubozu',text='bm')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (bm or bm[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
// hammer
h = (isUp) and (lowerwick >= 2*body) and (upperwick <= 0.1*body) and isTrendDown
plotshape(h, color=green, style=shape.triangleup, location=location.belowbar, title='hammer',text='h')

if (not na(rsi))
    if (crossover(rsi, level_30) and (h or h[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
// hanging man
hm = (not isUp) and (lowerwick >= 2*body) and (upperwick <= 0.1*body) and isTrendUp
plotshape(hm, color=red, style=shape.triangledown, location=location.abovebar, title='hanging man',text='hm')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (hm or hm[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
        
// inverted hammer
ih = (isUp) and (upperwick >= 2*body) and (lowerwick <= 0.1*body) and isTrendDown
plotshape(ih, color=green, style=shape.triangleup, location=location.belowbar, title='inverted hammer',text='ih')

//if (not na(rsi))
//    if (crossover(rsi, level_30) and (ih or ih[1]))
//        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
        
// shooting star
ss = (not isUp) and (upperwick >= 2*body) and (lowerwick <= 0.1*body) and isTrendUp
plotshape(ss, color=red, style=shape.triangledown, location=location.abovebar, title='shooting star',text='ss')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (ss or ss[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
        
// Double Candlestick Pattern
// bullish engulfing
bulle = not isDoji[1] and (not isUp[1] and isUp) and (close > open[1] and open < close[1]) and isTrendDown
plotshape(bulle, color=green, style=shape.triangleup, location=location.belowbar, title='bullish engulfing', text='e')

// bearish engulfing
beare = not isDoji[1] and (isUp[1] and not isUp) and (open > close[1] and close < open[1]) and isTrendUp
plotshape(beare, color=red, style=shape.triangledown, location=location.abovebar, title='bearish engulfing',text='e')

// tweezer bottom
twb = (not isUp[1] and isUp) and (min(lowerwick,lowerwick[1])/max(lowerwick,lowerwick[1]) >= 0.99) and (min(low,low[1])/max(low,low[1]) >= 0.99) and isTrendDown
plotshape(twb, color=green, style=shape.triangleup, location=location.belowbar, title='tweezer bottom', text='tb')

if (not na(rsi))
    if (crossover(rsi, level_30) and (twb or twb[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
        
// tweezer top
twt = (isUp[1] and not isUp) and (min(upperwick,upperwick[1])/max(upperwick,upperwick[1]) >= 0.99) and (min(high,high[1])/max(high,high[1]) >= 0.99) and isTrendUp
plotshape(twt, color=red, style=shape.triangledown, location=location.abovebar, title='tweezer top',text='tt')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (twt or twt[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
// Trible Candlestick Pattern
// three white soldier
tws = (not isUp[3] and isUp[2] and isUp[1] and isUp) and (body[1]>body[2]) and (upperwick<0.1*body and lowerwick<0.1*body) and isTrendDown
plotshape(tws, color=green, style=shape.triangleup, location=location.belowbar, title='three white soldiers',text='tws')

if (not na(rsi))
    if (crossover(rsi, level_30) and (tws or tws[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
        
// three black crows
tbc = (isUp[3] and not isUp[2] and not isUp[1] and not isUp) and (body[1]>body[2]) and (upperwick<0.1*body and lowerwick<0.1*body) and isTrendUp
plotshape(tbc, color=red, style=shape.triangledown, location=location.abovebar, title='three black crows',text='tbc')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (tbc or tbc[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
        
// morning star
ms = (not isUp[1]) and (abs(close[1]-open[1])/(high[1]-low[1]) < 0.1) and (close > oc2[2] and close < open[2]) and isTrendDown
plotshape(ms, color=green, style=shape.triangleup, location=location.belowbar, title='morning star',text='ms')

if (not na(rsi))
    if (crossover(rsi, level_30) and (ms or ms[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
        
// evening star
es = (isUp[1]) and (abs(close[1]-open[1])/(high[1]-low[1]) < 0.1) and (close < oc2[2] and close > open[2]) and isTrendUp
plotshape(es, color=red, style=shape.triangledown, location=location.abovebar, title='evening star',text='es')

//if (not na(rsi))
//    if (crossunder(rsi, level_70)and (es or es[1]))
//        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
        
// three inside up
tiu = (not isUp[2]) and (close[1] > oc2[2] and close[1] < open[2]) and (close > high[2]) and isTrendDown
plotshape(tiu, color=green, style=shape.triangleup, location=location.belowbar, title='three inside up',text='tiu')

if (not na(rsi))
    if (crossover(rsi, level_30) and (tiu or tiu[1]))
        strategy.entry("RsiLE", strategy.long, comment="RsiLE")
        
// three inside down
tid = (isUp[2]) and (close[1] < oc2[2] and close[1] > open[2]) and (close < low[2]) and isTrendUp
plotshape(tid, color=red, style=shape.triangledown, location=location.abovebar, title='three inside down',text='tid')

if (not na(rsi))
    if (crossunder(rsi, level_70)and (tid or tid[1]))
        strategy.entry("RsiSE", strategy.short, comment="RsiSE")
        
if (not na(rsi))
    if (crossover(rsi, level_70))
        //strategy.exit("RsiSE")
        //if(chk[1]==0 or chk[2]==0 or chk[3]==0 or chk[4]==0 or chk[5]==0 or chk[6]==0 or chk[7]==0 or chk[8]==0 or chk[9]==0 or chk[10]==0)
        //if(crossover(col[1],zero) or crossover(col[2],zero) or crossover(col[3],zero) or crossover(col[4],zero) or crossover(col[5],zero) or crossover(col[6],zero) or crossover(col[7],zero) or crossover(col[8],zero))
        //strategy.entry("RsiLE", strategy.long,0, comment="RsiLE")
        strategy.entry("RsiSE", strategy.short,0, comment="RsiSE")

    if (crossunder(rsi, level_30))
        //strategy.entry("RsiSE", strategy.short,0, comment="RsiSE")
        strategy.entry("RsiLE", strategy.long,0, comment="RsiLE")

//if (not na(rsi))
//    if (crossover(rsi, level_50))
        //strategy.exit("RsiSE")
        //if(chk[1]==0 or chk[2]==0 or chk[3]==0 or chk[4]==0 or chk[5]==0 or chk[6]==0 or chk[7]==0 or chk[8]==0 or chk[9]==0 or chk[10]==0)
        //if(crossover(col[1],zero) or crossover(col[2],zero) or crossover(col[3],zero) or crossover(col[4],zero) or crossover(col[5],zero) or crossover(col[6],zero) or crossover(col[7],zero) or crossover(col[8],zero))
//        strategy.entry("RsiSE", strategy.short,0, comment="RsiSE")
//    else
//        strategy.exit("RsiSE")
//    if (crossunder(rsi, level_50))
//        strategy.entry("RsiLE", strategy.long,0, comment="RsiLE")
//    else
//        strategy.exit("RsiLE")

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