11 citations · 11 across the 6 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
stat.ME2021
Robust Integrative Biclustering for Multi-view Data
W. Zhang, C. Wendt, R. Bowler +2
In many biomedical research, multiple views of data (e.g., genomics, proteomics) are available, and a particular interest might be the detection of sample subgroups characterized b…
stat.ME2021
Accounting for data heterogeneity in integrative analysis and prediction methods: An application to Chronic Obstructive Pulmonary Disease
J. Butts, C. Wendt, R. Bowler +4
Epidemiologic and genetic studies in chronic obstructive pulmonary disease (COPD) and many complex diseases suggest subgroup disparities (e.g., by sex). We consider this problem fr…
stat.ML2021
sJIVE: Supervised Joint and Individual Variation Explained
Elise F. Palzer, Christine Wendt, Russell Bowler +3
Analyzing multi-source data, which are multiple views of data on the same subjects, has become increasingly common in molecular biomedical research. Recent methods have sought to u…