2 papers
stat.ME2023
CAT: a conditional association test for microbiome data using a leave-out approach
Yushu Shi, Liangliang Zhang, Kim-Anh Do +2
In microbiome analysis, researchers often seek to identify taxonomic features associated with an outcome of interest. However, microbiome features are intercorrelated and linked by…
stat.ME2020
ProgPermute: Progressive permutation for a dynamic representation of the robustness of microbiome discoveries
Liangliang Zhang, Yushu Shi, Kim-Anh Do +2
Identification of features is a critical task in microbiome studies that is complicated by the fact that microbial data are high dimensional and heterogeneous. Masked by the comple…