Linked matrix factorization

DOI10.1111/biom.13010zbMath1436.62611arXiv1710.02931OpenAlexW3104286051WikidataQ90269454 ScholiaQ90269454MaRDI QIDQ5214518

Eric F. Lock, Michael J. O'Connell

Publication date: 7 February 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1710.02931

zbMATH Keywords

dimension reductiondata integrationmassive data setsprincipal components analysismissing data imputation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Missing data (62D10) Statistical aspects of big data and data science (62R07)

Related Items (5)

Dimension-wise sparse low-rank approximation of a matrix with application to variable selection in high-dimensional integrative analyzes of association ⋮ Bidimensional linked matrix factorization for pan-omics pan-cancer analysis ⋮ Double-Matched Matrix Decomposition for Multi-View Data ⋮ Bayesian joint modeling of chemical structure and dose response curves ⋮ Data fusion using factor analysis and low-rank matrix completion

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