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Is it better to trade a “Curve Fitted†or “In-Sample†strategy?
Conventionally the in-sample vs out-of-sample divide isn't necessary once you're done with all your hypothesis testing, at which point you can curve fit to all of the data or any subset of the out-of-sample, except you don't test any hypotheses based on that.