Marginal Screening for Partial Least Squares Regression
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2728532
Abstract: Partial least squares (PLS) regression is a versatile modeling approach for high-dimensional data analysis. Recently, PLS-based variable selection has attracted great attention due to high-throughput data reduction and modeling interpretability. In this paper, a class… read more here.
Keywords: marginal screening; least squares; squares regression; screening partial ... See more keywords
Marginal screening of 2 × 2 tables in large-scale case-control studies.
Sign Up to like & getrecommendations! Published in 2019 at "Biometrics"
DOI: 10.1111/biom.12957
Abstract: Assessing the statistical significance of risk factors when screening large numbers of 2 × 2 tables that cross-classify disease status with each type of exposure poses a challenging multiple testing problem. The problem is especially… read more here.
Keywords: large scale; control studies; marginal screening; case ... See more keywords