Asymptotic Bayes Optimality for Sparse Count Data

Sayantan Paul, Arijit Chakrabarti

Consider a situation of analyzing high-dimensional count data containing an excess of near-zero counts with a small number of moderate or large counts. Assuming that the observatio…