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stat.AP2020
Supervised Robust Profile Clustering
Briana Stephenson, Amy Herring, Andrew Olshan
In many studies, dimension reduction methods are used to profile participant characteristics. For example, nutrition epidemiologists often use latent class models to characterize d…
stat.AP2016
Nonparametric Bayes models for mixed-scale longitudinal surveys
Tsuyoshi Kunihama, Carolyn T. Halpern, Amy H. Herring
Modeling and computation for multivariate longitudinal surveys have proven challenging, particularly when data are not all continuous and Gaussian but contain discrete measurements…