Study: Sell WOCKPHARMA when below 200 SMA and near 50 SMA and below 50 SMA

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In this study, we evaluate the performance of strategy "Sell WOCKPHARMA when below 200 SMA and near 50 SMA and below 50 SMA" under various conditions.

X Analysis

In the table below, we find out the performance of this trading strategy under following scenario: sell WOCKPHARMA 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. buy 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
110536.344212347.733201.398078.99-2464.91-6533.41.31.190.016239.46
2-44412.0644232152.273434.4316338.51-5876.38-24419.80.580.64-0.036-1009.36
3-18933.244251956.824515.3118825.56-6937.69-14487.420.650.86-0.014-430.3
449794.8244261859.095670.7217167.53-5424.66-16169.011.051.510.0391131.7
547236.2244232152.277774.228704.66-6265.25-26845.071.241.360.0281073.55
648713.5344232152.278615.4332193.44-7116.26-19915.491.211.330.0271107.13
759793.9944232152.279380.0132677.03-7426.01-18169.011.261.380.031358.95
860861.4744251956.829121.5831398.96-8798.85-18169.011.041.360.031383.22
970376.0344261859.098963.4131019-9037.37-20305.60.991.430.0341599.46
1067136.6744242054.559905.6331398.96-8529.92-38771.541.161.390.031525.83
Although, strategy looks good but profit factor on day 2 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
atrnil39.3324356.6243123127.9122320.3338197.4-7854.43-14546.52.841.10.0094566.43
atrnil26.58-18365.0248163233.3314680.925464.93-7914.35-14546.51.850.93-0.008-382.6
50nil22.07-11523.9767214631.346272.87823.17-3114.19-3996.442.010.92-0.0091-172
50trail21.93-12847.15702149306105.97823.17-2879-3996.442.120.91-0.01-183.53
atrtrail-15.5-28563.1252153728.8512778.8970832.03-5952.61-14546.52.150.87-0.0097-549.29
50trail-13.09-19735.8167165123.887895.1927654.58-2863.9-3996.442.760.86-0.011-294.56
50nil32.76-33512.1762134920.979261.5111734.75-3141.06-3996.442.950.78-0.025-540.52
50trail32.39-52045.3167165123.885875.859962.81-2863.9-3996.442.050.64-0.044-776.8
atrtrail34.77-86666.0252153728.858905.3629702-5952.61-14546.51.50.61-0.046-1666.65
atrtrail24.43-92153.6953163730.198005.7919801.33-5952.61-14546.51.340.58-0.054-1738.75

In the table above, row 1 shows the best exit criterion. Profit factor is 1.1. Profit factor is showing that this strategy doesn't give any edge over rendomness and it is only as good as tossing a coin and doing the trade. Percentage of profitable trades is 27.91%, which is not acceptable. Avoid this strategy. Average return per trade is 0.28%, which is not very high, don't trade solely on the basis of this study. Sharpe Ratio is 0.0094, 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.
WOCKPHARMA Performance, Profit Factor:1.1

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2019127 Mar 2019 (-3.38%)
2018318 Jun 2018 (11.71%), 17 Aug 2018 (-3.29%), 22 Nov 2018 (14.75%)
2017406 Jan 2017 (9.27%), 26 Apr 2017 (8.01%), 14 Jul 2017 (-3.1%), 31 Jul 2017 (8.6%)
20161031 Mar 2016 (-4.4%), 06 May 2016 (-3.85%), 08 Jun 2016 (9.38%), 30 Jun 2016 (-2.89%), 18 Jul 2016 (-2.79%), 19 Sep 2016 (-4.36%), 21 Sep 2016 (-4.56%), 30 Sep 2016 (-4.45%), 17 Oct 2016 (-3.67%), 27 Oct 2016 (-3.03%)
2014107 Jan 2014 (-5.0%)
2013108 Oct 2013 (-7.27%)
2012116 Jan 2012 (-6.18%)
2010104 Jun 2010 (-4.75%)
2009227 Jan 2009 (-6.13%), 29 Jan 2009 (19.1%)
2008421 Apr 2008 (-4.81%), 02 Jun 2008 (14.85%), 18 Aug 2008 (-3.71%), 24 Dec 2008 (-6.53%)
2007318 Jan 2007 (-2.78%), 19 Jan 2007 (8.56%), 19 Feb 2007 (-2.88%)
2006223 Oct 2006 (-3.07%), 17 Nov 2006 (9.58%)
2004321 Jul 2004 (-4.44%), 22 Nov 2004 (-3.33%), 03 Dec 2004 (-3.24%)
2003228 Feb 2003 (7.1%), 01 Jul 2003 (-3.61%)
2002318 Sep 2002 (-2.28%), 14 Oct 2002 (-2.4%), 24 Dec 2002 (-2.64%)
2001209 May 2001 (13.01%), 23 Aug 2001 (-2.89%)



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