Discriminating sample groups with multi‐way data
Sign Up to like & getrecommendations! Published in 2017 at "Biostatistics"
DOI: 10.1093/biostatistics/kxw057
Abstract: &NA; High‐dimensional linear classifiers, such as distance weighted discrimination (DWD) and versions of the support vector machine (SVM), are commonly used in biomedical research to distinguish groups of subjects based on a large number of… read more here.
Keywords: way data; sample groups; way; measured multiple ... See more keywords
Bayesian inference of networks across multiple sample groups and data types.
Sign Up to like & getrecommendations! Published in 2018 at "Biostatistics"
DOI: 10.1093/biostatistics/kxy078
Abstract: In this article, we develop a graphical modeling framework for the inference of networks across multiple sample groups and data types. In medical studies, this setting arises whenever a set of subjects, which may be… read more here.
Keywords: across multiple; data types; inference networks; sample groups ... See more keywords