glmnetUI

An Interactive Interface for the glmnet (Lasso and Elastic Net) Package

Abstract

glmnetUI is a graphical user interface for the R glmnet package, which fits regularized generalized linear models via the Lasso, ridge, and elastic-net penalties. It offers three purpose modes—general predictive modeling, real-estate appraisal, and market-area analysis—and guides the user through data import, model configuration, cross-validated fitting, coefficient paths, and downloadable reports. This article documents glmnetUI’s data-format requirements, modeling workflow, output displays, and complete feature reference.