Optimal Confidence Regions for the Multinomial Parameter

3 Feb 2020Matthew L. MalloyArdhendu TripathyRobert D. Nowak

Construction of tight confidence regions and intervals is central to statistical inference and decision-making. Consider an empirical distribution $\widehat{\boldsymbol{p}}$ generated from $n$ iid realizations of a random variable that takes one of $k$ possible values according to an unknown distribution $\boldsymbol{p}$... (read more)

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