Study: Buy HINDALCO when near 200 SMA and above 200 SMA and above 50 SMA and above 20 SMA and RSI is above 50 and ADX is Trending

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In this study, we evaluate the performance of strategy "Buy HINDALCO when near 200 SMA and above 200 SMA and above 50 SMA and above 20 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 HINDALCO 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
19845.061477504778.5518080.72-3372.11-72001.421.420.023703.22
214019.931477507526.6415897.86-5523.79-101601.361.360.0271001.42
3-13779.6146842.867143.4310543.66-7080.02-144001.010.76-0.025-984.26
4-34031.111431121.4312160.5617196.7-6410.25-24404.941.90.52-0.051-2430.79
5-41812.51146842.865171.5516725.56-9105.22-22680.290.570.43-0.065-2986.61
6-31266.75146842.868736.6826855.12-10460.86-29744.260.840.63-0.036-2233.34
7-7262.94145935.7113070.8328621.91-8068.57-23507.181.620.9-0.0085-518.78
8-9877.2145935.7112551.139811.54-8070.3-21191.91.560.86-0.01-705.51
9-8956.791441028.5717181.2739811.54-7768.19-19836.752.210.88-0.0092-639.77
103871.9145935.7115351.0538162.54-8098.15-19638.881.91.050.0039276.56

From the table above, we see that best results are achieved by holding positions for 1 trading days. Profit factor is 1.42. 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 50%, which is not acceptable. Avoid this strategy. Average return per trade is 0.35%, which is not very high, don't trade solely on the basis of this study. Sharpe Ratio is 0.023, which is low, don't trade solely on the basis of this study.

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
200trail-13.3248556.81951426.3217462.6134731.45-2768.3-3847.786.312.250.0482555.62
nilnil-119845.061477504778.5518080.72-3372.11-72001.421.420.023703.22
atrtrail33.4410404.871861233.3313556.6228036.22-5911.24-9283.262.291.150.011578.05
atrtrail23.062867.621861233.3312300.4218690.81-5911.24-9283.262.081.040.0035159.31
200nil31.68249.071951426.327801.069757.78-2768.3-3847.782.821.010.0005613.11
200trail31.68249.071951426.327801.069757.78-2768.3-3847.782.821.010.0005613.11
atrtrail-13.83-2345.21861233.3311431.6130258.22-5911.24-9283.261.930.97-0.0027-130.29
atrnil34.62-5084.76164122520072.0228036.22-7114.4-9283.262.820.94-0.0053-317.8
atrnil23.59-17789.711751229.4113575.7918690.81-7139.05-9283.261.90.79-0.022-1046.45
200nil21.53-12752.71951426.325200.716505.19-2768.3-3847.781.880.67-0.038-671.19
200trail21.53-12752.71951426.325200.716505.19-2768.3-3847.781.880.67-0.038-671.19

In the table above, row 1 shows the best exit criterion. Profit factor is 2.25. 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 26.32%, which is not acceptable. Avoid this strategy. Average return per trade is 1.28%, which is not very high, don't trade solely on the basis of this study. Sharpe Ratio is 0.048, 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.
HINDALCO Performance, Profit Factor:2.25

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2019120 Sep 2019 (-1.44%)
2018118 Apr 2018 (3.69%)
2016105 Apr 2016 (17.37%)
2012406 Feb 2012 (-1.52%), 05 Oct 2012 (-1.12%), 05 Dec 2012 (-1.72%), 11 Dec 2012 (-1.11%)
2007119 Jun 2007 (3.65%)
2004107 Sep 2004 (14.72%)
2003208 Apr 2003 (-1.55%), 15 Apr 2003 (4.23%)
2002215 Jan 2002 (-1.45%), 25 Jan 2002 (-1.92%)
2001216 Jan 2001 (-1.12%), 24 Jan 2001 (-1.17%)
2000222 Jun 2000 (-1.15%), 22 Dec 2000 (-1.41%)
1998220 Apr 1998 (-1.25%), 21 Apr 1998 (-1.45%)



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