Study: Buy GMRINFRA when RSI is above 50 and there is Golden Cross (50 DMA > 200 DMA)

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In this study, we evaluate the performance of strategy "Buy GMRINFRA when RSI is above 50 and there is Golden Cross (50 DMA > 200 DMA)" under various conditions.

X Analysis

In the table below, we find out the performance of this trading strategy under following scenario: buy GMRINFRA at the closing price whenever the signal triggers (Rs. 2Lac per trade). Then cover the position "X" trading days later at close_price i.e. sell after "X" trading days. Here are the results of this study:

X DaysNet ProfitTotal TradesWinning TradesLosing Trades% ProfitableAvg Winning TradeMax Winning TradeAvg Losing TradeMax Losing TradeWin/Loss RatioProfit FactorSharpe RatioAvg Trade
118010.861055505007.69523.81-1405.43-2222.223.563.560.131801.09
236997.391082805592.069523.81-3869.53-6666.671.455.780.213699.74
319223.4910555010042.7315550.67-6198.04-12230.221.621.620.0561922.35
416808.511064608735.5715550.67-8901.23-11111.110.981.470.0481680.85
540421.2810646013799.7823039.45-10594.35-13404.831.31.950.0794042.13
655718.5510646016570.7724223.9-10926.52-14666.671.522.270.15571.85
754983.5910646016509.4929324.67-11018.34-17158.181.52.250.0965498.36
870246.1310555022472.5835514.38-8423.36-18230.562.672.670.117024.61
947590.4510555023533.4348715.25-14015.34-21447.721.681.680.0614759.05
1069947.0210646020309.1263998.47-12976.93-20375.341.572.350.0826994.7

From the table above, we see that best results are achieved by holding positions for 2 trading days. Profit factor is 5.78. Strategy is very good and impressively bullish. Percentage of profitable trades is 80%, which is excellent. Average return per trade is 1.85%, which is not very high, but percentage of profitable trades compensates for it.
In the chart below, we plot cumulative trade gain versus trades. This chart is important and informative as it shows the performance of strategy over time.
GMRINFRA Performance, X=2, Profit Factor:5.78

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2020129 Jul 2020 (-3.33%)
2019212 Apr 2019 (-0.54%), 22 Oct 2019 (4.45%)
2017122 Feb 2017 (3.01%)
2016105 Aug 2016 (0.72%)
2015124 Dec 2015 (0.62%)
2013208 May 2013 (1.83%), 31 Oct 2013 (4.76%)
2009109 Apr 2009 (3.53%)
2007112 Jun 2007 (3.44%)

Strategy Analysis - Exit Criteria

In the study above, exit criterion was that hold the position for "X" trading days. That's one possible exit criterion. However, we can have more elaborate exit criteria. Now we study this strategy under other exit criteria. There are 3 things which you must get to know before proceeding further. Table below shows the performance of this strategy under various exit combinations. Note that nil,nil,-1 is a special exit combination where we just take the best result of "X" Analysis study above.

Stop LossAdjust Stop LossTargetAvg Holding PeriodNet ProfitTotal TradesWinning TradesLosing Trades% ProfitableAvg Winning TradeMax Winning TradeAvg Losing TradeMax Losing TradeWin/Loss RatioProfit FactorSharpe RatioAvg Trade
nilnil-1236997.391082805592.069523.81-3869.53-6666.671.455.780.213699.74
atrtrail-17.794062.8810464032639.6883735.05-6082.64-10418.155.373.580.0939406.29
atrnil37.490886.210555027401.3835788.8-9224.14-10535.612.972.970.139088.62
atrtrail34.639740.1110464019058.9927528.56-6082.64-10418.153.132.090.0763974.01
atrnil25.245217.2410555018267.5923859.2-9224.14-10535.611.981.980.0874521.72
atrtrail24.414851.110464012836.7418352.37-6082.64-10418.152.111.410.0381485.11

In the table above, row 1 shows the best exit criterion. Profit factor is 5.78. Strategy is very good and impressively bullish. Percentage of profitable trades is 80%, which is excellent. Average return per trade is 1.85%, which is not very high, but percentage of profitable trades compensates for it.
Performance of strategy chart over time is same as above.

View performance of other stocks for this trading system.

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