The RSI divergence trading strategy captures mispricing opportunities by analyzing the divergence between the RSI indicator and price. It goes long or short when the divergence appears.
The strategy is based on the value-price divergence when RSI diverges from price. RSI reflects the strength while price reflects the supply-demand relationship. When the two diverge, it indicates market mispricing for arbitrage.
Specifically, a regular bullish divergence happens when RSI forms a higher low while price prints a lower low. This shows that although the market looks weak on the surface, it is actually garnering strength internally for a bounce. When RSI diverges from price and breaks above the 50-line, it presents an opportunity to catch the bounce.
A regular bearish divergence happens when RSI makes a lower high while price forms a higher high. This suggests that although the market looks strong externally, it is showing weakness signals internally. When RSI diverges from price and breaks below the 50-line, it allows profiting from the short side.
There are also hidden bullish and bearish divergences where the relationship between RSI and price is opposite of regular divergences, but the logic remains the same for taking profits.
The RSI divergence strategy arbitrages market mispricing through analyzing divergence between value and price signals. Its advantage lies in timely catching trend reversal opportunities, while its risk comes from the accuracy of divergence recognition. With continuous optimization, steady gains can be achieved in live trading.
/*backtest start: 2024-01-15 00:00:00 end: 2024-01-22 00:00:00 period: 1m basePeriod: 1m exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}] */ //@version=5 strategy(title="Divergence Indicator") len = input.int(title="RSI Period", minval=1, defval=14) src = input(title="RSI Source", defval=close) lbR = input(title="Pivot Lookback Right", defval=5) lbL = input(title="Pivot Lookback Left", defval=5) rangeUpper = input(title="Max of Lookback Range", defval=60) rangeLower = input(title="Min of Lookback Range", defval=5) plotBull = input(title="Plot Bullish", defval=true) plotHiddenBull = input(title="Plot Hidden Bullish", defval=true) plotBear = input(title="Plot Bearish", defval=true) plotHiddenBear = input(title="Plot Hidden Bearish", defval=true) bearColor = color.red bullColor = color.green hiddenBullColor = color.new(color.green, 80) hiddenBearColor = color.new(color.red, 80) textColor = color.white noneColor = color.new(color.white, 100) osc = ta.rsi(src, len) plot(osc, title="RSI", linewidth=2, color=#2962FF) hline(50, title="Middle Line", color=#787B86, linestyle=hline.style_dotted) obLevel = hline(70, title="Overbought", color=#787B86, linestyle=hline.style_dotted) osLevel = hline(30, title="Oversold", color=#787B86, linestyle=hline.style_dotted) fill(obLevel, osLevel, title="Background", color=color.rgb(33, 150, 243, 90)) plFound = na(ta.pivotlow(osc, lbL, lbR)) ? false : true phFound = na(ta.pivothigh(osc, lbL, lbR)) ? false : true _inRange(cond) => bars = ta.barssince(cond == true) rangeLower <= bars and bars <= rangeUpper //------------------------------------------------------------------------------ // Regular Bullish // Osc: Higher Low oscHL = osc[lbR] > ta.valuewhen(plFound, osc[lbR], 1) and _inRange(plFound[1]) // Price: Lower Low priceLL = low[lbR] < ta.valuewhen(plFound, low[lbR], 1) // bull : 상승 Condition : 조건 bullCond = plotBull and priceLL and oscHL and plFound // 상승다이버전스? strategy.entry("상승 다이버전스 진입", strategy.long, when = bullCond) strategy.close("상승 다이버전스 진입", when = ta.crossover(osc, 50)) plot( plFound ? osc[lbR] : na, offset=-lbR, title="Regular Bullish", linewidth=2, color=(bullCond ? bullColor : noneColor) ) plotshape( bullCond ? osc[lbR] : na, offset=-lbR, title="Regular Bullish Label", text=" Bull ", style=shape.labelup, location=location.absolute, color=bullColor, textcolor=textColor ) //------------------------------------------------------------------------------ // Hidden Bullish // Osc: Lower Low oscLL = osc[lbR] < ta.valuewhen(plFound, osc[lbR], 1) and _inRange(plFound[1]) // Price: Higher Low priceHL = low[lbR] > ta.valuewhen(plFound, low[lbR], 1) hiddenBullCond = plotHiddenBull and priceHL and oscLL and plFound // strategy.entry("히든 상승 다이버전스 진입", strategy.long, when = hiddenBullCond) // strategy.close("히든 상승 다이버전스 진입", when = ta.crossover(osc, 50)) plot( plFound ? osc[lbR] : na, offset=-lbR, title="Hidden Bullish", linewidth=2, color=(hiddenBullCond ? hiddenBullColor : noneColor) ) plotshape( hiddenBullCond ? osc[lbR] : na, offset=-lbR, title="Hidden Bullish Label", text=" H Bull ", style=shape.labelup, location=location.absolute, color=bullColor, textcolor=textColor ) //------------------------------------------------------------------------------ // Regular Bearish // Osc: Lower High oscLH = osc[lbR] < ta.valuewhen(phFound, osc[lbR], 1) and _inRange(phFound[1]) // Price: Higher High priceHH = high[lbR] > ta.valuewhen(phFound, high[lbR], 1) // bear : 하락 bearCond = plotBear and priceHH and oscLH and phFound // strategy.entry("하락 다이버전스 진입", strategy.short, when = bearCond) // strategy.close("하락 다이버전스 진입", when = ta.crossunder(osc, 50)) plot( phFound ? osc[lbR] : na, offset=-lbR, title="Regular Bearish", linewidth=2, color=(bearCond ? bearColor : noneColor) ) plotshape( bearCond ? osc[lbR] : na, offset=-lbR, title="Regular Bearish Label", text=" Bear ", style=shape.labeldown, location=location.absolute, color=bearColor, textcolor=textColor ) //------------------------------------------------------------------------------ // Hidden Bearish // Osc: Higher High oscHH = osc[lbR] > ta.valuewhen(phFound, osc[lbR], 1) and _inRange(phFound[1]) // Price: Lower High priceLH = high[lbR] < ta.valuewhen(phFound, high[lbR], 1) hiddenBearCond = plotHiddenBear and priceLH and oscHH and phFound // strategy.entry("히든 하락 다이버전스 진입", strategy.short, when = hiddenBearCond) // strategy.close("히든 하락 다이버전스 진입", when = ta.crossunder(osc, 50)) plot( phFound ? osc[lbR] : na, offset=-lbR, title="Hidden Bearish", linewidth=2, color=(hiddenBearCond ? hiddenBearColor : noneColor) ) plotshape( hiddenBearCond ? osc[lbR] : na, offset=-lbR, title="Hidden Bearish Label", text=" H Bear ", style=shape.labeldown, location=location.absolute, color=bearColor, textcolor=textColor )