Variable Selection for High-dimensional Generalized Linear Models using an Iterated Conditional Modes/Medians Algorithm

Vitara Pungpapong, Min Zhang, Dabao Zhang

High-dimensional linear and nonlinear models have been extensively used to identify associations between response and explanatory variables. The variable selection problem is commo…