Integrative sparse partial least squares-Reference-Cited by-同舟云学术

Integrative sparse partial least squares

Published:2021-02-08 Issue:9 Volume:40 Page:2239-2256
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statistics in Medicine

Author:

Liang Weijuan¹,Ma Shuangge²^ORCID,Zhang Qingzhao³^ORCID,Zhu Tingyu⁴^ORCID

Affiliation:

1. School of Statistics Renmin University of China Beijing China

2. School of Public Health Yale University New Haven Connecticut USA

3. MOE Key Laboratory of Econometrics, Department of Statistics, School of Economics, The Wang Yanan Institute for Studies in Economics, and Fujian Key Lab of Statistics Xiamen University Xiamen China

4. Department of Statistics Oregon State University Corvallis Oregon USA

Funder

Higher Education Discipline Innovation Project

Fundamental Research Funds for the Central Universities

National Institutes of Health

National Natural Science Foundation of China

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.8900

Reference27 articles.

1. The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

2. A multivariate calibration problem in analytical chemistry solved by partial least-squares models in latent variables

3. Expression Quantitative Trait Loci Mapping With Multivariate Sparse Partial Least Squares Regression

4. A selective overview of variable selection in high dimensional feature space;Fan J;Stat Sin,2010

5. Sparse partial least squares regression for simultaneous dimension reduction and variable selection

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