Saturday, June 21, 2014

Moving Average Crossings are useless for timing, at least in this case


I just spent $1000 for a tout that uses moving average crossings to time weekly option trading. It's not working so well!


So I thought I'd check it out.


Here's a test for SPY using daily closes for ~10 years (2517 days), 50 & 20 day moving averages, and looking at the price change 5 days after the crossing.


Bull Crossings Up = 20 , Bull Crossings Down = 6 , Fraction Correct = 0.7692


Bear Crossings Up = 15 , Bear Crossings Down = 10 , Fraction Correct = 0.4


Overall Fraction Correct = 0.5882, Fraction Up = 0.6863


Bet of $1 traded on crossovers becomes $1.45


Bet of $1 traded on Buy & Hold becomes $2.1043


So it was an overall Bull market. What would it have looked like if I just randomly picked 5 day intervals


Here are 5 runs:


Random date Up = 32 , Random date Down = 19 , Fraction Up = 0.6275


Random date Up = 30 , Random date Down = 21 , Fraction Up = 0.5882


Random date Up = 33 , Random date Down = 18 , Fraction Up = 0.6471


Random date Up = 32 , Random date Down = 19 , Fraction Up = 0.6275


Random date Up = 26 , Random date Down = 25 , Fraction Up = 0.5098


At the very least, we can say that this commonly used method does NOT improve trading results!


Okay skeptics of my skepticism - What is wrong with this test?


I should have run it on a different equity, commodity, forex, etc.?


I should have used different moving average lengths?


I should have added some additional selection criterion?


By what criteria would you make those decisions?







Submitted June 21, 2014 at 01:24PM by hsfrey http://ift.tt/1iX0Dl7

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