Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data

Hao Wu, Xinwei Deng, Naren Ramakrishnan

Modeling data with multivariate count responses is a challenging problem due to the discrete nature of the responses. Existing methods for univariate count responses cannot be easi…