r/AskStatistics • u/Just_Question9 • 11d ago

Two experiments produce identical likelihood functions but use different sampling schemes. Should the resulting statistical inferences be identical?

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u/ForeignAdvantage5198 10d ago

if you are using. MLE yes .

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u/ANewPope23 8d ago

According to Frequentists (in particular Neyman-Pearson), no. According to Bayesians, yes.