Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error

Øystein Sørensen, Arnoldo Frigessi, Magne Thoresen

In many problems involving generalized linear models, the covariates are subject to measurement error. When the number of covariates p exceeds the sample size n, regularized method…