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Benito comments on Questions from an imaginary statistical methods exam - Less Wrong
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Seconding this comment; I will just further add that
Is known as 'repeatability', and is normally considered virtuous to do.
It's usually more 'virtuous' to replicate the positive (i.e. information-laden, surprising) results, while repeating negative results seems more like fishing for better p-values.