Truncated estimation in functional generalized linear regression models
type: Item
instance of: scholarly article
published in: Computational Statistics and Data Analysis
volume: 169
page(s): 107421
publication date: 2022-05-01T00:00:00Z
publication date: 2022-02-18T00:00:00Z
author: Xi Liu
author: Afshin A Divani
author: Alexander Petersen
author: Afshin A. Divani
title: Truncated estimation in functional generalized linear regression models
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7476351
zbMATH Keywords: functional data analysis
zbMATH Keywords: functional generalized linear models
zbMATH Keywords: penalized B-splines
zbMATH Keywords: nested group Lasso
describes a project that uses: pffr
describes a project that uses: fda (R)
MaRDI profile type: Publication
full work available at URL: j.csda.2022.107421
OpenAlex ID: W4206375430
cites work: Prediction in functional linear regression
cites work: Q4438050
cites work: Estimation in generalized linear models for functional data via penalized likelihood
cites work: Smoothing proximal gradient method for general structured sparse regression
cites work: A practical guide to splines.
cites work: Generalized additive models for functional data
cites work: A general framework for functional regression modelling
cites work: Truncated Linear Models for Functional Data
cites work: Generalized Linear Models with Functional Predictors
cites work: Functional linear regression that's interpretable
cites work: Introduction to Functional Data Analysis
cites work: Q3716094
cites work: Generalized functional linear models
cites work: Functional data analysis.
cites work: Nonparametric inference in generalized functional linear models
cites work: Asymptotic theory of penalized splines
cites work: Model Selection and Estimation in Regression with Grouped Variables
cites work: The composite absolute penalties family for grouped and hierarchical variable selection
cites work: Jackknife Empirical Likelihood Test for Equality of Two High Dimensional Means
cites work: The Adaptive Lasso and Its Oracle Properties
DOI: 10.1016/J.CSDA.2022.107421
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description: scientific article; zbMATH DE number 7476351