Post-selection inference in generalized linear models via parametric programming

Qinyan Shen, Karl Gregory, Xianzheng Huang

We propose a unified framework to draw inferences for regression coefficients in a generalized linear model (GLM) following Lasso-based variable selection. We adapt to non-Gaussian…