Manan Saxena

Scalable Inference for Bayesian Multinomial Logistic-Normal Dynamic Linear Models

Many scientific fields collect longitudinal count compositional data. Each observation is a multivariate count vector, where the total counts are arbitrary, and the information lies in the relative frequency of the counts. Multiple authors have proposed Bayesian Multinomial Logistic-Normal Dynamic L…