Bidimensional linked matrix factorization for pan-omics pan-cancer analysis-Reference-Cited by-同舟云学术

Bidimensional linked matrix factorization for pan-omics pan-cancer analysis

Published:2022-03-01 Issue:1 Volume:16 Page:
ISSN:1932-6157
Container-title:The Annals of Applied Statistics
language:
Short-container-title:Ann. Appl. Stat.

Author:

Lock Eric F.¹,Park Jun Young²,Hoadley Katherine A.³

Affiliation:

1. Division of Biostatistics, School of Public Health, University of Minnesota

2. Department of Statistical Sciences, Faculty of Arts & Science, University of Toronto

3. Department of Genetics, Computational Medicine Program, University of North Carolina

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference36 articles.

1. Li, G. and Jung, S. (2017). Incorporating covariates into integrated factor analysis of multi-view data. Biometrics 73 1433–1442.

2. Lock, E. F., Hoadley, K. A., Marron, J. S. and Nobel, A. B. (2013). Joint and individual variation explained (JIVE) for integrated analysis of multiple data types. Ann. Appl. Stat. 7 523–542.

3. O’Connell, M. J. and Lock, E. F. (2019). Linked matrix factorization. Biometrics 75 582–592.

4. Gaynanova, I. and Li, G. (2019). Structural learning and integrative decomposition of multi-view data. Biometrics 75 1121–1132.

5. Mazumder, R., Hastie, T. and Tibshirani, R. (2010). Spectral regularization algorithms for learning large incomplete matrices. J. Mach. Learn. Res. 11 2287–2322.

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Bayesian simultaneous factorization and prediction using multi-omic data;Computational Statistics & Data Analysis;2024-09

2. Empirical Bayes linked matrix decomposition;Machine Learning;2024-08-07

3. Comments on: Data integration via analysis of subspaces (DIVAS);TEST;2024-06-04

4. Data integration via analysis of subspaces (DIVAS);TEST;2024-03-14

5. Multiple augmented reduced rank regression for pan-cancer analysis;Biometrics;2024-01-29