Boosting Functional Regression Models with FDboost

Boosting Functional Regression Models with FDboost

The R add-on package FDboost is a flexible toolbox for the estimation of functional regression models by model-based boosting. It provides the possibility to fit regression models for scalar and functional response with effects of scalar as well as functional covariates, i.e., scalar-on-function, fu...

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Bibliographic Details
Main Authors: Sarah Brockhaus, David Rügamer, Sonja Greven
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2020-09-01
Series:Journal of Statistical Software
Subjects:
functional data analysis
function-on-function regression
function-on-scalar regression
gradient boosting
model-based boosting
scalar-on-function regression
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3146

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