Statistical methodology development for designing, conducting, and analyzing clinical trials and observational/real-world data (RWD) studies for clinical drug development and biomedical research.
Development and application of statistical and machine learning approaches for personalized medicine (e.g., biomarker discovery, subgroup identification, patient outcome prediction, signal detection for clinical trial monitoring).
Dr. Gonzalo Contador Revetria Andres
2019 -- 2022 (co-advised with Prof. Frank Zou)
now Assistant Professor, Department of Mathematics, Universidad Técnica Federico Santa María (UTFSM)
Dr. Yevgeniy M Ptukhin
2018 -- 2019 (co-advised with Prof. Frank Zou)
now Assistant Professor of Statistics at Department of Mathematics, Statistics and Computer Science at Monmouth College
Doctoral students
Dr. Hong Zhang (PhD in Statistics)
Graduated in 2018
Thesis: Novel P-Value Combination Method for Signal Detection in Large-Scale Data Analysis
now Associate Director, Translational Biomarker Statistics, Pfizer.
Master’s students
Ruosi Zhang (MS in Bioinformatics and Computational Biology)
Graduated in 2019
Master's Thesis: Simulations of Different P-value Combination Methods Using SNPs at Diverse Biology Levels.
Yibo Wu (MS in Bioinformatics and Computational Biology)
Graduated in 2019
Master's Thesis: Genome Studies of Gene Expression and Alternative Splicing During iPSC Skeletal Muscle Induction and Differentiation.
now Data Scientist at Gentuity, LLC.
Siqin Li (MS in Bioinformatics and Computational Biology)
Graduated in 2018
Master's Thesis: Genome Studies of Chromatin Accessibility and Gene Expression during iPSC Skeletal Muscle Induction and Differentiation.
now IS Programmer/Analyst at Brigham and Women's Hospital.
Xiaohui Chen (MS in Applied Statistics)
Graduated in 2018
Master's Thesis: Bahadur Efficiencies for Statistics of Truncated $P$-Value Combination Methods.
now PhD Candidate at WPI
Jiadong Fang (MS in Applied Statistics)
Graduated in 2018
Master's Thesis: Calculating One-sided $P$-Value for TFisher Under Correlated Data.
now PhD Candidate at Department of Statistics, University of Connecticut
Xue Li (MS in Bioinformatics and Computational Biology)
Graduated in 2015
Master's Thesis: Predicting Gene Expression through Integrating Epigenetic Data by Mixed-Effect Model.
now PhD Candidate in Bioinformatics at UMass Chan Medical School
Jason Kost (MS in Bioinformatics and Computational Biology)
Graduated in 2015
Master's Thesis: Exome Sequencing Data Process and Analysis for Amyotrophic Lateral Sclerosis (related publication on Neuron).
now Bioinformatics Engineer at Catalytic Data Science
Yilan Liu (BS in Mathematical Sciences and Computer Science)
Graduated in 2014
MQP: GPU-Accelerated Computation for Statistical Analysis of the Next-Generation Sequencing Data.
now Software Engineer at Google