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It's also good to be skeptical about the backtesting itself, there are lots of ways for backtesting to overestimate gains and then you'd lose real money. Don't bet the farm (yet!) …

If the efficient market hypothesis is roughly correct, then publishing your secret idea immediately drops its value to roughly zero because everyone will adopt it. If your strategy…