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What you are asking is more of an opinion. In fact there is no right or wrong answer perhaps. The caution with using statistics with real world backtests is that if anything looks good on one parameter, e.g. Sharpe ratio, it will look good on t-stat, p-value and pretty much everything else. The primary reason for backtest is to check if there are periods ...

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