Sparse exploratory factor analysis
type: Item
instance of: scholarly article
title: Sparse exploratory factor analysis
zbMATH Open document ID: 1402.62129
author: Nickolay T. Trendafilov
author: Sara Fontanella
author: Kohei Adachi
published in: Psychometrika
publication date: 2017-11-30T00:00:00Z
full work available at URL: 51865.pdf
Mathematics Subject Classification ID: 62H25
Mathematics Subject Classification ID: 90C30
Mathematics Subject Classification ID: 65C60
zbMATH DE Number: 6814004
zbMATH Keywords: eigenvalue reparameterization
zbMATH Keywords: penalties inducing sparseness
zbMATH Keywords: optimization on matrix manifolds
describes a project that uses: Matlab
describes a project that uses: Manopt
MaRDI profile type: Publication
OpenAlex ID: W205445820
Wikidata QID: Q47766750
cites work: Q5433140
cites work: Manopt, a Matlab toolbox for optimization on manifolds
cites work: A penalized maximum likelihood approach to sparse factor analysis
cites work: The Geometry of Algorithms with Orthogonality Constraints
cites work: Robust PCA and subspace tracking from incomplete observations using \(\ell _0\)-surrogates
cites work: Q5543977
cites work: Estimation of an oblique structure via penalized likelihood factor analysis
cites work: Sparse estimation via nonconcave penalized likelihood in factor analysis model
cites work: Principal component analysis.
cites work: Q3206146
cites work: Conditional Gradient Algorithmsfor Rank-One Matrix Approximations with a Sparsity Constraint
cites work: Q3405499
cites work: From simple structure to sparse components: a review
cites work: Sparse versus simple structure loadings
cites work: Projected gradient approach to the numerical solution of the SCoTLASS
cites work: A feasible method for optimization with orthogonality constraints
DOI: 10.1007/S11336-017-9575-8
description: scientific article; zbMATH DE number 6814004