Testing High-dimensional Multinomials with Applications to Text Analysis

T. Tony Cai, Zheng Tracy Ke, Paxton Turner

Motivated by applications in text mining and discrete distribution inference, we investigate the testing for equality of probability mass functions of $K$ groups of high-dimensiona…