Does a P value of less than 5% necessarily mean that the hypothesis of the researcher is wrong?
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but practically p values in isolation don't mean shit and if that's the extent of the analysis just ignore the paper
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Agreed. Depends on your priors. If you've tested twenty things, one may have p<.05 just by random chance.
End of conversation
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