16 citations · 35 across the 13 of their papers we have counts for
3 papers · 1 filter
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…
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…
On the Power of Likelihood Ratio Tests in Dimension-Restricted Submodels
Michael W. Trosset, Mingyue Gao, Carey E. Priebe
Likelihood ratio tests are widely used to test statistical hypotheses about parametric families of probability distributions. If interest is restricted to a subfamily of distributi…