Robustness checks do not have to be complicated. Two simple ones can reveal a lot.
First, remove the best ten percent of trades and see what remains. If the strategy still makes money, the edge is spread across many trades. If not, it depends on a few outliers.
Second, remove the worst ten percent. If the result becomes spectacular, then a small number of bad trades are dominating the losses, and fixing them, perhaps through a filter or stop rule, could improve things materially.
Looking at what those worst trades have in common often reveals a pattern. They might cluster at rollover, around news, or on a particular pair.
Each check takes a few minutes with a spreadsheet and can redirect the work on a strategy substantially.
It also guards against self-deception. A strategy that looks good only because of a handful of trades deserves skepticism.
What do the worst trades in your history have in common?
The test that removes the best trades and the worst ones
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Amanhasnoname
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