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A novel finite-sample testing procedure for composite null hypotheses via pointwise rejection

Park, Joonha et al.
arXiv (All) · Papers
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methodologystatistics-theory
We propose a novel finite-sample procedure for testing composite null hypotheses. Traditional likelihood ratio tests based on asymptotic $χ^2$ approximations can exhibit substantial size distortions in small samples. Our procedure rejects the composite null hypothesis $H_0: θ\in Θ_0$ if the simple n
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