MCMC for Imbalanced Categorical Data

Johndrow, JE; Smith, A; Pillai, N; Dunson, DB

Johndrow, JE (reprint author), Stanford Univ, Dept Stat, Stanford, CA 94305 USA.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019; 114 (527): 1394

Abstract

Many modern applications collect highly imbalanced categorical data, with some categories relatively rare. Bayesian hierarchical models combat data sp......

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