Regression Analysis for Multivariate Dependent Count Data Using Convolved Gaussian Processes

A'yunin Sofro, Jian Qing Shi, Chunzheng Cao

Research on Poisson regression analysis for dependent data has been developed rapidly in the last decade. One of difficult problems in a multivariate case is how to construct a cro…