Asymptotic Consistency and Generalization in Hybrid Models of Regularized Selection and Nonlinear Learning

Luciano Ribeiro Galvão, Rafael de Andrade Mora

This study explores how different types of supervised models perform in the task of predicting and selecting relevant variables in high-dimensional contexts, especially when the da…