33 citations · 58 across the 5 of their papers we have counts for
6 papers
Statistical Methods in Topological Data Analysis for Complex, High-Dimensional Data
Patrick S. Medina, R. W. Doerge
The utilization of statistical methods an their applications within the new field of study known as Topological Data Analysis has has tremendous potential for broadening our explor…
Stopping time property of thresholds of Storey-type FDR procedures
Xiongzhi Chen, R. W. Doerge
For multiple testing, we introduce Storey-type FDR procedures and the concept of "regular estimator of the proportion of true nulls". We show that the rejection threshold of a Stor…
A weighted FDR procedure under discrete and heterogeneous null distributions
Xiongzhi Chen, R. W. Doerge, Sanat K. Sarkar
Multiple testing with false discovery rate (FDR) control has been widely conducted in the ``discrete paradigm" where p-values have discrete and heterogeneous null distributions. Ho…
A strong law of large numbers related to multiple testing Normal means
Xiongzhi Chen, Rebecca W. Doerge
Assessing the stability of a multiple testing procedure under dependence is important but very challenging. Even for multiple testing which among a set of Normal random variables h…
Multiple testing with discrete data: proportion of true null hypotheses and two adaptive FDR procedures
Xiongzhi Chen, Rebecca W. Doerge, Joseph F. Heyse
We consider multiple testing with false discovery rate (FDR) control when p-values have discrete and heterogeneous null distributions. We propose a new estimator of the proportion…
Reverse engineering gene regulatory networks using approximate Bayesian computation
Andrea Rau, Florence Jaffrézic, Jean-Louis Foulley +1
Gene regulatory networks are collections of genes that interact with one other and with other substances in the cell. By measuring gene expression over time using high-throughput t…