Strategi ini mengidentifikasi fenomena pemisahan panjang pendek melalui indikator RSI untuk membuat keputusan perdagangan. Ide utamanya adalah bahwa ketika harga mencapai titik terendah baru tetapi indikator RSI mencapai titik tertinggi baru, sinyal
Strategi ini terutama menggunakan indikator RSI untuk mengidentifikasi pemisahan panjang pendek antara harga dan RSI.
Dengan mengidentifikasi pemisahan panjang pendek antara harga dan RSI, dapat menangkap titik perubahan tren harga sebelumnya untuk pengambilan keputusan perdagangan.
Keuntungan utama dari strategi ini adalah:
Masih ada beberapa risiko:
Divergensi RSI tidak selalu berarti pembalikan segera, keterlambatan waktu mungkin ada yang menyebabkan risiko stop loss. Solusi adalah untuk memungkinkan stop yang lebih luas untuk memberikan waktu untuk konfirmasi sinyal divergensi.
Penyelesaian adalah dengan menambahkan RSI harian atau mingguan jangka panjang sebagai kondisi filter.
Divergensi kecil mungkin tidak mengkonfirmasi pembalikan tren, perlu memperluas periode melihat kembali untuk menemukan divergensi RSI yang lebih signifikan.
Strategi ini dapat ditingkatkan dalam hal berikut:
Optimalkan parameter RSI untuk menemukan kombinasi parameter terbaik
Cobalah indikator teknis lain seperti MACD, KD untuk mengidentifikasi pemisahan
Tambahkan filter osilasi untuk mengurangi sinyal palsu di periode bergolak
Gabungkan RSI dari beberapa kerangka waktu untuk menemukan sinyal kombinasi terbaik
Strategi trading RSI long short separation menilai pergeseran tren dengan mengidentifikasi perbedaan antara harga dan RSI untuk menghasilkan sinyal trading. Strategi ini sederhana dan praktis. Memperbaiki parameter lebih lanjut dan menambahkan filter dapat meningkatkan profitabilitas. Secara keseluruhan strategi trading kuantitatif yang efektif.
/*backtest start: 2024-01-01 00:00:00 end: 2024-01-31 23:59:59 period: 3h 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/ // © Nextep //@version=4 strategy(title="RSI top&bottom destroy ", overlay=false, pyramiding=4, default_qty_value=2, default_qty_type=strategy.fixed, initial_capital=10000, currency=currency.USD) // INPUT Settings -------------------------------------------------------------------------------------------------------------------------------------------------- len = input(title="RSI Period", minval=1, defval=13) src = input(title="RSI Source", defval=close) // defining the lookback range for shorts lbRshort = input(title="Short Lookback Right", defval=1) lbLshort = input(title="Short Lookback Left", defval=47) // defining the lookback range for longs lbRlong = input(title="Long Lookback Right", defval=2) lbLlong = input(title="Long Lookback Left", defval=14) rangeUpper = input(title="Max of Lookback Range", defval=400) rangeLower = input(title="Min of Lookback Range", defval=1) // take profit levels takeProfitLongRSILevel = input(title="Take Profit at RSI Level", minval=0, defval=75) takeProfitShortRSILevel = input(title="Take Profit for Short at RSI Level", minval=0, defval=25) // Stop loss settings longStopLossType = input("PERC", title="Long Stop Loss Type", options=['ATR','PERC', 'FIB', 'NONE']) shortStopLossType = input("PERC", title="Short Stop Loss Type", options=['ATR','PERC', 'FIB', 'NONE']) longStopLossValue = input(title="Long Stop Loss Value", defval=14, minval=0) shortStopLossValue = input(title="Short Stop Loss Value", defval=5, minval=-10) // PLOTTING THE CHARTS -------------------------------------------------------------------------------------------------------------------------------------------------- // Plotting the Divergence plotBull = input(title="Plot Bullish", defval=true) plotBear = input(title="Plot Bearish", defval=true) bearColor = color.orange bullColor = color.green textColor = color.white noneColor = color.new(color.white, 100) // Adding the RSI oscillator osc = rsi(src, len) ma_len = 14 // Length for the moving average rsi_ma = sma(osc, ma_len) // Calculate the moving average of RSI plot(osc, title="RSI", linewidth=1, color=color.purple) plot(rsi_ma, color=color.blue, title="RSI MA") // Plot the RSI MA // Adding the lines of the RSI oscillator plot(osc, title="RSI", linewidth=1, color=color.purple) hline(50, title="Middle Line", linestyle=hline.style_dotted) obLevel = hline(75, title="Overbought", linestyle=hline.style_dotted) osLevel = hline(25, title="Oversold", linestyle=hline.style_dotted) fill(obLevel, osLevel, title="Background", color=color.purple, transp=80) atrLength = input(14, title="ATR Length (for Trailing stop loss)") atrMultiplier = input(3.5, title="ATR Multiplier (for Trailing stop loss)") // RSI PIVOTS -------------------------------------------------------------------------------------------------------------------------------------------------- // Define a condition for RSI pivot low isFirstPivotLowlong = not na(pivotlow(osc, lbLlong, lbRlong)) // Define a condition for RSI pivot high isFirstPivotHighlong = not na(pivothigh(osc, lbLlong, lbRlong)) // Define a condition for the first RSI value firstPivotRSIValuelong = isFirstPivotLowlong ? osc[lbRlong] : na // Define a condition for the second RSI value secondPivotRSIValuelong = isFirstPivotLowlong ? valuewhen(isFirstPivotLowlong, osc[lbRlong], 1) : na // Define a condition for RSI pivot low isFirstPivotLowshort = not na(pivotlow(osc, lbLshort, lbRshort)) // Define a condition for RSI pivot high isFirstPivotHighshort = not na(pivothigh(osc, lbLshort, lbRshort)) // Define a condition for the first RSI value firstPivotRSIValueshort = isFirstPivotLowshort ? osc[lbRshort] : na // Define a condition for the second RSI value secondPivotRSIValueshort = isFirstPivotLowshort ? valuewhen(isFirstPivotLowshort, osc[lbRshort], 1) : na _inRange(cond) => bars = barssince(cond == true) rangeLower <= bars and bars <= rangeUpper // ADDITIONAL ENTRY CRITERIA -------------------------------------------------------------------------------------------------------------------------------------------------- // RSI crosses RSI MA up by more than 2 points and subsequently down rsiUpCross = crossover(osc, rsi_ma + 1) rsiDownCross = crossunder(osc, rsi_ma - 1) // Calculate the daily RSI rsiDaily = security(syminfo.ticker, "D", rsi(src, 14)) // BULLISH CONDITIONS -------------------------------------------------------------------------------------------------------------------------------------------------- // LOWER LOW PRICE & HIGHER LOW OSC // Price: Lower Low priceLL = na(isFirstPivotLowlong[1]) ? false : (low[lbRlong] < valuewhen(isFirstPivotLowlong, low[lbRlong], 1)) // Osc: Higher Low oscHL = na(isFirstPivotLowlong[1]) ? false : (osc[lbRlong] > valuewhen(isFirstPivotLowlong, osc[lbRlong], 1) and _inRange(isFirstPivotLowlong[1])) // BULLISH PLOT bullCond = plotBull and priceLL and oscHL and isFirstPivotLowlong plot( isFirstPivotLowlong ? osc[lbRlong] : na, offset=-lbRlong, title="Regular Bullish", linewidth=2, color=(bullCond ? bullColor : noneColor), transp=0 ) plotshape( bullCond ? osc[lbRlong] : na, offset=-lbRlong, title="Regular Bullish Label", text=" Bull ", style=shape.labelup, location=location.absolute, color=bullColor, textcolor=textColor, transp=0 ) // BEARISH CONDITIONS -------------------------------------------------------------------------------------------------------------------------------------------------- // HIGHER HIGH PRICE & LOWER LOW OSC // Osc: Lower High oscLH = na(isFirstPivotHighshort[1]) ? false : (osc[lbRshort] < valuewhen(isFirstPivotHighshort, osc[lbRshort], 1) and _inRange(isFirstPivotHighshort[1])) // Price: Higher High priceHH = na(isFirstPivotHighshort[1]) ? false : (high[lbRshort] > valuewhen(isFirstPivotHighshort, high[lbRshort], 1)) // BEARISH PLOT bearCond = plotBear and priceHH and oscLH and isFirstPivotHighshort plot( isFirstPivotHighshort ? osc[lbRshort] : na, offset=-lbRshort, title="Regular Bearish", linewidth=2, color=(bearCond ? bearColor : noneColor), transp=0 ) plotshape( bearCond ? osc[lbRshort] : na, offset=-lbRshort, title="Regular Bearish Label", text=" Bear ", style=shape.labeldown, location=location.absolute, color=bearColor, textcolor=textColor, transp=0 ) // ENTRY CONDITIONS -------------------------------------------------------------------------------------------------------------------------------------------------- longCondition = false shortCondition = false // Entry Conditions longCondition := bullCond shortCondition := bearCond // Conditions to prevent entering trades based on daily RSI longCondition := longCondition and rsiDaily >= 23 shortCondition := shortCondition and rsiDaily <= 80 // STOPLOSS CONDITIONS -------------------------------------------------------------------------------------------------------------------------------------------------- // Stoploss Conditions long_sl_val = longStopLossType == "ATR" ? longStopLossValue * atr(atrLength) : longStopLossType == "PERC" ? close * longStopLossValue / 100 : 0.00 long_trailing_sl = 0.0 long_trailing_sl := strategy.position_size >= 1 ? max(low - long_sl_val, nz(long_trailing_sl[1])) : na // Calculate Trailing Stop Loss for Short Entries short_sl_val = shortStopLossType == "ATR" ? 1 - shortStopLossValue * atr(atrLength) : shortStopLossType == "PERC" ? close * (shortStopLossValue / 100) : 0.00 //PERC = shortstoplossvalue = -21300 * 5 / 100 = -1065 short_trailing_sl = 0.0 short_trailing_sl := strategy.position_size <= -1 ? max(high + short_sl_val, nz(short_trailing_sl[1])) : na // RSI STOP CONDITION rsiStopShort = (strategy.position_avg_price != 0.0 and close <= strategy.position_avg_price * 0.90) or (strategy.position_avg_price != 0.0 and rsi(src, 14) >= 75) rsiStopLong = (strategy.position_avg_price != 0.0 and close >= strategy.position_avg_price * 1.10) or (strategy.position_avg_price != 0.0 and rsi(src, 14) <= 25) // LONG CONDITIONS -------------------------------------------------------------------------------------------------------------------------------------------------- strategy.entry(id="RSIDivLELong", long=true, when=longCondition) strategy.entry(id="RSIDivLEShort", long=false, when=shortCondition) // Close Conditions shortCloseCondition = bullCond // or cross(osc, takeProfitShortRSILevel) strategy.close(id="RSIDivLEShort", comment="Close All="+tostring(-close + strategy.position_avg_price, "####.##"), when=abs(strategy.position_size) <= -1 and shortStopLossType == "NONE" and shortCloseCondition ) strategy.close(id="RSIDivLEShort", comment="TSL="+tostring(-close + strategy.position_avg_price, "####.##"), when=abs(strategy.position_size) >= -1 and ((shortStopLossType == "PERC" or shortStopLossType == "ATR") and cross(short_trailing_sl,high))) // or rsiStopShort)// or rsiStopShort) longCloseCondition = bearCond strategy.close(id="RSIDivLELong", comment="Close All="+tostring(close - strategy.position_avg_price, "####.##"), when=abs(strategy.position_size) >= 1 and longStopLossType == "NONE" and longCloseCondition) strategy.close(id="RSIDivLELong", comment="TSL="+tostring(close - strategy.position_avg_price, "####.##"), when=abs(strategy.position_size) >= 1 and ((longStopLossType == "PERC" or longStopLossType == "ATR") and cross(long_trailing_sl,low))) //or rsiStopLong