10 citations · 12 across the 5 of their papers we have counts for
5 papers
Distance Assisted Recursive Testing
Xuechan Li, Anthony Sung, Jichun Xie
In many applications, a large number of features are collected with the goal to identify a few important ones. Sometimes, these features lie in a metric space with a known distance…
TEAM: A Multiple Testing Algorithm on the Aggregation Tree for Flow Cytometry Analysis
John Pura, Xuechan Li, Cliburn Chan +1
In immunology studies, flow cytometry is a commonly used multivariate single-cell assay. One key goal in flow cytometry analysis is to pinpoint the immune cells responsive to certa…
False Discovery Rate Control for High-Dimensional Networks of Quantile Associations Conditioning on Covariates
Jichun Xie, Ruosha Li
Motivated by the gene co-expression pattern analysis, we propose a novel sample quantile-based contingency (squac) statistic to infer quantile associations conditioning on covariat…
High Dimensional Tests for Functional Networks of Brain Anatomic Regions
Jichun Xie, Jian Kang
There has been increasing interests in learning resting-state brain functional connectivity of autism disorders using functional magnetic resonance imaging (fMRI) data. The data in…
PenPC: A Two-step Approach to Estimate the Skeletons of High Dimensional Directed Acyclic Graphs
Min Jin Ha, Wei Sun, Jichun Xie
Estimation of the skeleton of a directed acyclic graph (DAG) is of great importance for understanding the underlying DAG and causaleffects can be assessed from the skeleton when th…