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math.ST2019★ 2 cited
Approximate Information Tests on Statistical Submanifolds
Michael W. Trosset, Carey E. Priebe
Parametric inference posits a statistical model that is a specified family of probability distributions. Restricted inference, e.g., restricted likelihood ratio testing, attempts t…
math.ST2017★ 1 cited
Identifiability of two-component skew normal mixtures with one known component
Shantanu Jain, Michael Levine, Predrag Radivojac +1
We give sufficient identifiability conditions for estimating mixing proportions in two-component mixtures of skew normal distributions with one known component. We consider the uni…