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stat.ME2025
Joint Adaptive Penalty for Unbalanced Mediation Pathways
Hanying Jiang, Kris Sankaran, Yinqiu He
Mediation analysis has been widely used to investigate how a treatment influences an outcome through intermediate variables, known as mediators. Analyzing a mediation mechanism typ…
stat.ME2024
Selective inference for multiple pairs of clusters after K-means clustering
Youngjoo Yun, Yinqiu He
If the same data is used for both clustering and for testing a null hypothesis that is formulated in terms of the estimated clusters, then the traditional hypothesis testing framew…