Keywords: Likelihood ratio tests, Wilks’ Theorem, profile likelihood

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Keywords: Score function, Fisher Information, Cramer-Rao Lower Bound, asymptotic properties of likelihood estimator

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Keywords: Lehmann-Scheffe Theorem, Sufficient statistics, Minimal Sufficient statistics, Complete statistics, Lehmann Scheffe Theorem, Rao-Blackwell Theorem

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Keywords: Neyman-Pearson Theorem, monotone likelihood ratio (MLR), LRT, Bayes factors, Frequentist VS Bayesian

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Keywords: Posterior distribution, Bayesian decision problems, James-Stein estimator, Stein’s Lemma

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Keywords: Parameter space, sample space, risk function

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