Good luck with MA x , its been tested to death by smarter and more resourced people than us , it will not stand the test of time . You will work that out eventually . Out of interest what is the sample size of your backtest ? Have you tested out of sample ? Did you curve fit to a set amount of data ? MA's are very lagging therefore not terribly effective trading signals , all in my opinion of course .
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