117 citations · 401 across the 23 of their papers we have counts for
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stat.ME2021
Large-Scale Multiple Testing for Matrix-Valued Data under Double Dependency
Xu Han, Sanat Sarkar, Shiyu Zhang
High-dimensional inference based on matrix-valued data has drawn increasing attention in modern statistical research, yet not much progress has been made in large-scale multiple te…
stat.ME2021
Controlling the False Discovery Rate in Complex Multi-Way Classified Hypotheses
Shinjini Nandi, Sanat K. Sarkar
In this article, we propose a generalized weighted version of the well-known Benjamini-Hochberg (BH) procedure. The rigorous weighting scheme used by our method enables it to encod…
stat.ME2021
Adjusting the Benjamini-Hochberg method for controlling the false discovery rate in knockoff assisted variable selection
Sanat K. Sarkar, Cheng Yong Tang
The knockoff-based multiple testing setup of Barber & Candes (2015) for variable selection in multiple regression where sample size is as large as the number of explanatory variabl…