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stat.ME2020★ 2 cited
Statistical Inference for Qualitative Interactions with Applications to Precision Medicine and Differential Network Analysis
Aaron Hudson, Ali Shojaie
Qualitative interactions occur when a treatment effect or measure of association varies in sign by sub-population. Of particular interest in many biomedical settings are absence/pr…
stat.ME2020
Covariate-Adjusted Inference for Differential Analysis of High-Dimensional Networks
Aaron Hudson, Ali Shojaie
Differences between biological networks corresponding to disease conditions can help delineate the underlying disease mechanisms. Existing methods for differential network analysis…