Extended differential geometric LARS for high-dimensional GLMs with general dispersion parameter
type: Item
instance of: scholarly article
title: Extended differential geometric LARS for high-dimensional GLMs with general dispersion parameter
zbMATH Open document ID: 1384.62270
author: Hassan Pazira
author: Luigi Augugliaro
author: Ernst C. Wit
published in: Statistics and Computing
publication date: 2018-03-08T00:00:00Z
full work available at URL: extended dglars lastver.pdf
Mathematics Subject Classification ID: 62J12
zbMATH DE Number: 6848115
zbMATH Keywords: high-dimensional inference
zbMATH Keywords: generalized linear models
zbMATH Keywords: least angle regression
zbMATH Keywords: predictor-corrector algorithm
zbMATH Keywords: dispersion paremeter
describes a project that uses: ElemStatLearn
describes a project that uses: glmpath
describes a project that uses: dglars
describes a project that uses: gamair
describes a project that uses: R
describes a project that uses: lars
describes a project that uses: spikeslab
describes a project that uses: SAS
describes a project that uses: glmnet
MaRDI profile type: Publication
Wikidata QID: Q115380717
OpenAlex ID: W2670560854
cites work: A new look at the statistical model identification
cites work: Introduction to Numerical Continuation Methods
cites work: A survey of cross-validation procedures for model selection
cites work: Differential Geometric Least Angle Regression: A Differential Geometric Approach to Sparse Generalized Linear Models
cites work: On Information and Sufficiency
cites work: A differential-geometric approach to generalized linear models with grouped predictors
cites work: Model Selection and Multimodel Inference
cites work: The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
cites work: Q4272478
cites work: Least angle regression. (With discussion)
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Sure Independence Screening for Ultrahigh Dimensional Feature Space
cites work: Variance Estimation Using Refitted Cross-Validation in Ultrahigh Dimensional Regression
cites work: Q4892520
cites work: Ridge Regression: Biased Estimation for Nonorthogonal Problems
cites work: A generalized Dantzig selector with shrinkage tuning
cites work: Q3811553
cites work: Q4226811
cites work: Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set
cites work: Q3998435
cites work: Q4217272
cites work: Q5289009
cites work: Estimating the dimension of a model
cites work: Q4344404
cites work: An optimal selection of regression variables
cites work: Approximate efficiency of a selection procedure for the number of regression variables
cites work: Asymptotics for and against cross-validation
cites work: Q4864293
cites work: A geometric approach to detecting influential cases
cites work: Q3377936
cites work: Nearly unbiased variable selection under minimax concave penalty
cites work: Regularization and Variable Selection Via the Elastic Net
DOI: 10.1007/S11222-017-9761-7
description: scientific article; zbMATH DE number 6848115