Study: Buy TECHM when near 200 SMA and above 200 SMA and RSI is above 50 and ADX is Trending

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In this study, we evaluate the performance of strategy "Buy TECHM when near 200 SMA and above 200 SMA and RSI is above 50 and ADX is Trending" under various conditions.

X Analysis

In the table below, we find out the performance of this trading strategy under following scenario: buy TECHM 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
1438.8633501251.381314-1105.11-2327.931.131.130.01573.13
23172.6565183.332251.664846.63-8085.67-8085.670.281.390.034528.77
3-5972.66633503252.66451.15-5243.49-12074.180.620.62-0.046-995.44
4-12227.6762433.334203.965009.63-5158.9-8008.070.810.41-0.11-2037.95
5-1913.21633506142.058541.01-6779.78-9527.890.910.91-0.012-318.87
617746.96335010018.8112648.41-4103.18-7042.352.442.440.112957.82
737397.9964266.6710912.824986.42-3126.6-4124.783.496.980.176233
845358.9865183.339179.1630169.94-536.81-536.8117.185.50.197559.83
935466.0564266.679409.7523636.22-1086.49-1699.888.6617.320.185911.01
1043268.56601007211.4217816.400infinf0.317211.42
Although, strategy looks good but profit factor on day 4 is less than minimum accepted value so avoid this, see below for further analysis.
TECHM Performance, X=10, Profit Factor:inf

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2020129 Jul 2020 (2.31%)
2017114 Sep 2017 (2.96%)
2012231 Jan 2012 (1.0%), 13 Mar 2012 (8.91%)
2011213 Jun 2011 (0.09%), 27 Jun 2011 (6.37%)

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
200trail22.365625.44114736.366166.617886.77-2720.15-3723.062.271.30.031511.4
atrnil311.177513.0762433.3317635.7420591.94-6939.6-7597.462.541.270.0291252.18
200nil22.364049.87114736.366166.617886.77-2945.23-3911.442.091.20.022368.17
atrtrail37.572102.372528.5712270.0220591.94-4487.55-6773.612.731.090.009300.33
atrtrail26.141076.5772528.5711757.1613727.96-4487.55-6773.612.621.050.0054153.8
atrtrail-18.57772.4872528.5711605.1119262.12-4487.55-6773.612.591.030.0035110.35
atrnil27.5-4244.0962433.3311757.1613727.96-6939.6-7597.461.690.85-0.021-707.35
200trail32.7-4319.231028207637.718995.4-2449.33-3723.063.120.78-0.028-431.92
200nil32.7-8639.211028207637.718995.4-2989.33-3911.442.550.64-0.054-863.92
200trail-13.1-16386.911028201603.873203.44-2449.33-3723.060.650.16-0.23-1638.69

In the table above, row 1 shows the best exit criterion. Profit factor is 1.3. Strategy is showing mildly bullish results but we advice not to take a call solely on the basis of this study. Percentage of profitable trades is 36.36%, which is not acceptable. Avoid this strategy. Average return per trade is 0.26%, which is not very high, don't trade solely on the basis of this study. Sharpe Ratio is 0.031, which is low, don't trade solely on the basis of this study.
In the chart below, we plot cumulative trade gain versus trades using the best exit criterion.
TECHM Performance, Profit Factor:1.3

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2020129 Jul 2020 (-1.42%)
2017214 Sep 2017 (2.09%), 18 Sep 2017 (3.94%)
2012531 Jan 2012 (3.0%), 03 Feb 2012 (-1.86%), 08 Feb 2012 (-1.55%), 10 Feb 2012 (3.3%), 13 Mar 2012 (-1.47%)
2011313 Jun 2011 (-0.87%), 23 Jun 2011 (-1.25%), 27 Jun 2011 (-1.1%)



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