4 citations · 7 across the 5 of their papers we have counts for
3 papers · 1 filter
A Framework for Mediation Analysis with Multiple Exposures, Multivariate Mediators, and Non-Linear Response Models
James P. Long, Ehsan Irajizad, James D. Doecke +2
Mediation analysis seeks to identify and quantify the paths by which an exposure affects an outcome. Intermediate variables which are effected by the exposure and which effect the…
Sparse tree-based clustering of microbiome data to characterize microbiome heterogeneity in pancreatic cancer
Yushu Shi, Liangliang Zhang, Kim-Anh Do +2
There is a keen interest in characterizing variation in the microbiome across cancer patients, given increasing evidence of its important role in determining treatment outcomes. He…
aPCoA: Covariate Adjusted Principal Coordinates Analysis
Yushu Shi, Liangliang Zhang, Kim-Anh Do +2
In fields such as ecology, microbiology, and genomics, non-Euclidean distances are widely applied to describe pairwise dissimilarity between samples. Given these pairwise distances…