2 papers
stat.ME2025
A robust estimation and variable selection approach for sparse partially linear additive models
Alejandra Mercedes Martínez
In partially linear additive models the response variable is modelled with a linear component on a subset of covariates and an additive component in which the rest of the covariate…
stat.ME2024
Robust variable selection for partially linear additive models
Graciela Boente, Alejandra Martínez
Among semiparametric regression models, partially linear additive models provide a useful tool to include additive nonparametric components as well as a parametric component, when…