2 citations · 2 across the 3 of their papers we have counts for
4 papers
Tighter confidence intervals for quantiles of heterogeneous data
John H. J. Einmahl, Yi He
It is well known that the asymptotic variance of sample quantiles can be reduced under heterogeneity relative to the i.i.d. setting. However, asymptotically correct confidence inte…
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…
Accurate Estimates of Ultimate 100-Meter Records
John Einmahl, Yi He
We employ the novel theory of heterogeneous extreme value statistics to accurately estimate the ultimate world records for the 100-m running race, for men and for women. For this a…
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…