Study: Buy SYNDIBANK when near 200 SMA and above 200 SMA

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

X Analysis

In the table below, we find out the performance of this trading strategy under following scenario: buy SYNDIBANK 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
118536.6263263741.275480.9334854.77-3350.47-28815.981.641.150.009294.23
259240.7963323150.796732.9626556.02-5039.16-25671.971.341.380.025940.33
365648.3863323150.798512.3333095.58-6669.23-24684.591.281.320.0231042.04
456136.4663342953.979335.1831673.58-9008.95-25452.021.041.210.017891.05
547942.4963362757.148589.4528215.77-9676.95-28634.120.891.180.015760.99
677908.2263342953.9710261.747579.53-9344.47-37301.151.11.290.021236.64
791794.6763333052.3812649.144872.92-10854.19-38942.981.171.280.0211457.06
813228563333052.3815027.7847151.62-12121.07-40482.721.241.360.0272099.76
912030463323150.7916002.7859246.28-12638.23-43664.291.271.310.0231909.59
1011374963333052.3815080.8158720.42-12797.27-43006.031.181.30.0221805.54
Although, strategy looks good but profit factor on day 1 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
200trail-12.8167991.849624722511118.4763274.73-2761.82-3949.244.031.340.017708.25
atrnil37.8193237.5164214332.8122090.0535584.97-8619.85-24964.622.561.250.0221456.84
atrnil25.3469994.0168284041.1814863.823723.32-8654.81-24964.621.721.20.021029.32
atrtrail-15.4444179.2278275134.6214144.8364953.78-6622.18-24964.622.141.130.0095566.4
200nil32.1225622.8295257026.329288.9511954.31-2951.44-3949.243.151.120.011269.71
atrtrail34.7326095.2878285035.912942.0432357.66-6725.64-24964.621.921.080.0067334.55
atrtrail24.0920224.378294937.1812249.7622151.09-6837.12-24964.621.791.060.0057259.29
200trail31.937856.6596267027.087893.0211470.95-2819.46-3949.242.81.040.003781.84
200nil21.654536.1999336633.336050.847969.54-2956.69-3949.242.051.020.002445.82
200trail21.61-8230.491003268325802.267647.3-2851.51-3949.242.030.96-0.0045-82.3

In the table above, row 1 shows the best exit criterion. Profit factor is 1.34. 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 25%, 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 0.017, 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.
SYNDIBANK Performance, Profit Factor:1.34

Yearwise Summary of trades in above chart

YearNumber of TradesTrade Dates
2019412 Mar 2019 (-1.62%), 03 May 2019 (-1.3%), 27 May 2019 (-1.6%), 04 Jun 2019 (-1.74%)
2018218 Jan 2018 (-1.57%), 22 Jan 2018 (2.14%)
2017802 Feb 2017 (0.47%), 09 Feb 2017 (-1.6%), 29 Mar 2017 (-1.32%), 10 Apr 2017 (0.6%), 18 Apr 2017 (22.11%), 27 Jun 2017 (-1.68%), 28 Jun 2017 (5.21%), 24 Oct 2017 (10.57%)
2016821 Jul 2016 (-1.8%), 22 Jul 2016 (0.84%), 01 Aug 2016 (-1.7%), 08 Aug 2016 (-1.6%), 18 Aug 2016 (1.16%), 26 Aug 2016 (3.87%), 17 Oct 2016 (7.94%), 16 Nov 2016 (-1.68%)
2015308 Jan 2015 (-1.42%), 13 Jan 2015 (-1.46%), 20 Jan 2015 (-1.18%)
2014515 Jan 2014 (-1.53%), 20 Mar 2014 (0.62%), 21 Oct 2014 (-1.14%), 28 Oct 2014 (-1.05%), 26 Nov 2014 (3.93%)
2013520 Mar 2013 (-1.26%), 03 Apr 2013 (-1.02%), 18 Apr 2013 (-0.28%), 26 Apr 2013 (-1.63%), 14 Jun 2013 (-1.81%)
2012503 May 2012 (-1.67%), 11 Jun 2012 (0.88%), 19 Jun 2012 (4.69%), 20 Jul 2012 (-1.3%), 17 Sep 2012 (-1.25%)
2011403 Feb 2011 (-1.33%), 03 Mar 2011 (-1.56%), 28 Apr 2011 (-1.11%), 27 Jul 2011 (-1.17%)
2010718 Feb 2010 (-1.84%), 15 Mar 2010 (-1.06%), 31 Mar 2010 (4.17%), 13 Apr 2010 (-1.64%), 20 Apr 2010 (-1.58%), 14 May 2010 (-1.95%), 20 May 2010 (-1.34%)
2009907 Jan 2009 (-1.95%), 30 Jan 2009 (-1.14%), 04 Feb 2009 (0.05%), 20 Apr 2009 (-1.6%), 24 Apr 2009 (-1.25%), 28 Apr 2009 (0.47%), 07 May 2009 (-1.22%), 08 May 2009 (-1.05%), 13 May 2009 (-1.12%)
2008204 Mar 2008 (-1.68%), 30 Dec 2008 (3.32%)
20071104 Jan 2007 (-1.89%), 08 Jan 2007 (-1.34%), 15 Jan 2007 (-1.36%), 19 Jan 2007 (-1.43%), 31 Jan 2007 (-0.46%), 12 Feb 2007 (-1.61%), 13 Feb 2007 (-1.46%), 15 Feb 2007 (-1.55%), 22 Mar 2007 (-1.91%), 23 Apr 2007 (-1.35%), 27 Aug 2007 (-1.2%)
2006226 Sep 2006 (12.44%), 06 Nov 2006 (6.18%)
2004614 May 2004 (-1.14%), 09 Jun 2004 (-1.04%), 03 Sep 2004 (-0.87%), 17 Sep 2004 (-1.09%), 18 Oct 2004 (-1.45%), 16 Nov 2004 (7.59%)
2003117 Mar 2003 (-0.02%)
2002201 Jan 2002 (-1.22%), 16 Jan 2002 (31.64%)
2001901 Jan 2001 (-1.42%), 08 Jan 2001 (-1.97%), 19 Jan 2001 (-1.0%), 23 Jan 2001 (0.52%), 27 Feb 2001 (2.02%), 07 Mar 2001 (-1.5%), 08 Jun 2001 (-1.58%), 03 Dec 2001 (-1.1%), 10 Dec 2001 (-1.5%)
2000307 Dec 2000 (-1.29%), 19 Dec 2000 (-1.5%), 28 Dec 2000 (-1.4%)



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