1 code implementation • 4 Dec 2023 • Alakananda Mitra, Sahila Beegum, David Fleisher, Vangimalla R. Reddy, Wenguang Sun, Chittaranjan Ray, Dennis Timlin, Arindam Malakar
From the 1980s to the 1990s, field data were gathered across the southern cotton belt of the United States.
no code implementations • 11 Aug 2023 • Jiajun Luo, Trambak Banerjee, Gourab Mukherjee, Wenguang Sun
As the dimension of the auxiliary data increases, we accurately quantify the improvements in estimation risk and the associated deterioration in convergence rate.
1 code implementation • 23 Aug 2022 • Ziyi Liang, Matteo Sesia, Wenguang Sun
This paper develops novel conformal methods to test whether a new observation was sampled from the same distribution as a reference set.
1 code implementation • 22 Mar 2022 • Ziyi Liang, T. Tony Cai, Wenguang Sun, Yin Xia
Linkage analysis has provided valuable insights to the GWAS studies, particularly in revealing that SNPs in linkage disequilibrium (LD) can jointly influence disease phenotypes.
no code implementations • 4 Mar 2020 • Bowen Gang, Gourab Mukherjee, Wenguang Sun
We consider the problem of simultaneous estimation of a sequence of dependent parameters that are generated from a hidden Markov model.
no code implementations • 28 Feb 2020 • Bowen Gang, Wenguang Sun, Weinan Wang
Consider the online testing of a stream of hypotheses where a real--time decision must be made before the next data point arrives.
1 code implementation • 27 Feb 2020 • Lilun Du, Xu Guo, Wenguang Sun, Changliang Zou
We develop a new class of distribution--free multiple testing rules for false discovery rate (FDR) control under general dependence.
Methodology Statistics Theory Statistics Theory