The problems with dichotomic thinking cannot be fixed this way. Many datasets cannot be made larger, so this leads to more pub bias.https://twitter.com/BrianNosek/status/888787612571504640 …
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If p<alpha is condition for publishing, and bootstrapped p>alpha and you have total population (e.g. US states), pub bias will result.