Vector generalized linear model

A Vector Generalized Linear Model (VGLM) is an extension of Generalized Linear Models (GLMs) that allows for modeling multivariate responses. In traditional GLMs, we model a single response variable contingent on predictors using a link function and an appropriate distribution from the exponential family. In contrast, VGLMs handle multiple response variables that may be correlated or influenced by the same set of predictors.