Study: Buy BEML when near 200 SMA and above 200 SMA and above 50 SMA and above 20 SMA

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In this study, we evaluate the performance of strategy "Buy BEML when near 200 SMA and above 200 SMA and above 50 SMA and above 20 SMA" under various conditions.

X Analysis

In the table below, we find out the performance of this trading strategy under following scenario: buy BEML 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
1-45702.15826252696.613974.56-8515.89-15737.70.320.11-0.19-5712.77
2-70512.83826253146.515578.8-12800.97-27540.980.250.082-0.18-8814.1
3-68041.62826254046.414463.04-12689.07-26229.510.320.11-0.19-8505.2
4-83875.2481712.55273.465273.46-12735.53-33770.490.410.059-0.21-10484.41
5-65481.6381712.57425.897425.89-10415.36-46557.380.710.1-0.11-8185.2
6-90059.54826251815.23258-15614.99-57049.180.120.039-0.13-11257.44
7-64244.183537.53886.496041.34-15180.71-45573.770.260.15-0.11-8030.51
8-47483.17844504502.269010.86-16373.06-33114.750.270.27-0.092-5935.4
9-25943.2283537.512396.921333.33-12626.79-38032.790.980.59-0.04-3242.9
10-15781.0285362.510198.2118357.49-22257.36-41311.480.460.76-0.021-1972.63
Although, strategy looks good but profit factor on day 6 is less than minimum accepted value so avoid this, see below for further analysis.

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
atrnil36.89-36468.492722.2225581.7831813.35-12518.85-16447.232.040.58-0.051-4052.04
atrnil26.22-53522.9292722.2217054.5221208.9-12518.85-16447.231.360.39-0.095-5946.99
200trail31.33-22648.74121118.338426.128426.12-2824.99-3806.762.980.27-0.12-1887.4
200nil31.33-23081.48121118.338426.128426.12-2864.33-3806.762.940.27-0.13-1923.46
200trail21.33-25457.45121118.335617.425617.42-2824.99-3806.761.990.18-0.18-2121.45
200nil21.33-25890.19121118.335617.425617.42-2864.33-3806.761.960.18-0.19-2157.52
200trail-11.58-27139.1121118.333935.763935.76-2824.99-3806.761.390.13-0.24-2261.59
atrtrail23.64-104250111109.091013.331013.33-10526.38-16102.250.0960.0096-0.35-9477.31
atrtrail33.64-104250111109.091013.331013.33-10526.38-16102.250.0960.0096-0.35-9477.31
atrtrail-13.64-104250111109.091013.331013.33-10526.38-16102.250.0960.0096-0.35-9477.31

In the table above, row 1 shows the best exit criterion. Profit factor is 0.58. Number of signals (total trades) generated is low, don't trade solely on the basis of this study. This strategy is not profitable and we advice you not to use it.
In the chart below, we plot cumulative trade gain versus trades using the best exit criterion.
BEML Performance, Profit Factor:0.584

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2016108 Aug 2016 (-3.01%)
2007122 May 2007 (9.68%)
2003116 Apr 2003 (15.91%)
2002118 Oct 2002 (-8.22%)
2001127 Nov 2001 (-4.81%)
2000207 Apr 2000 (-6.89%), 27 Nov 2000 (-4.95%)
1999218 Mar 1999 (-8.05%), 24 Mar 1999 (-7.87%)



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