Qiwei Li

Assistant Professor - Mathematical Sciences
Qiwei.Li@UTDallas.edu
+1 (972) 883-4689
NSM
Website
ORCID
Tags: novel spatial model development for analysis of geospatial and imaging data Bayesian methodology development with variable-selection techniques for integrative analysis of high-dimensional data RNA-Seq and microbiome count data

Professional Preparation

Ph.D. - Statistics
Rice University - 2016
M.A. - Statistics
Rice University - 2015
M.Phil. - Information Engineering
The Chinese University of Hong Kong - 2010
B.Sc. - Economics
Peking University - 2009
B.Eng. - Electronic Engineering
Tsinghua University - 2008

Research Areas

Bayesian statistics
Biostatistics
Spatial data
High-dimensional count data

Publications

Bayesian negative binomial mixture regression models for the analysis of sequence count and methylation data 2019 - Journal Article
A Bayesian hierarchical model for analyzing methylated RNA immunoprecipitation sequencing data 2018 - Journal Article
A Bayesian hidden Potts mixture model for analyzing lung cancer pathology images 2018 - Journal Article
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints 2017 - Journal Article
Genomic regression analysis of coordinated expression 2017 - Journal Article
KScons: a Bayesian approach for protein residue contact prediction using the knob-socket model of protein tertiary structure 2016 - Journal Article
Bayesian Model of Protein Primary Sequence for Secondary Structure Prediction 2014 - Journal Article
Improved short adjacent repeat identification using three evolutionary Monte Carlo schemes. 2013 - Journal Article
Enabling Multilevel Trust in Privacy Preserving Data Mining 2012 - Journal Article
Detection of dispersed short tandem repeats using reversible jump Markov chain Monte Carlo. 2012 - Journal Article