Stats Faculty Regular

Assistant professor of Epidemiology and Biostatistics

Dimension reduction and variable selection, big data analytics, data integration

Assistant Professor of Systems and Industrial Engineering

Research is focused on the design, analysis, and implementation of stochastic approximation methods for solving convex optimization and stochastic variational inequality problems with applications in machine learning, game theory, and power systems.

Assistant Professor, Translational Pharmacogenomics

Single-cell analysis, nanopore sequencing. His lab develops computational biology approaches to interpret single-cell omics profiles and nanopore sequencing readouts.

Professor, Ecology and Evolutionary Biology

Biostatistics; Statistical genetics/genomics; Mixed models; Bayesian analysis; Resampling and MCMC methods.

Professor, Public Health

Biostatistics. Clinical trials; Epidemiological studies; Pharmacokinetics.

Associate Professor, Mathematics

Nonparametric statistics; Semiparametric modeling; Statistical genetics.

Professor, School of Information

Machine Learning, Causal Inference, Activity Recognition and Understanding, Automated Planning, Knowledge Representation, Computational Cognitive Science

Associate Professor, Systems & Industrial Engineering

Dr Liu's research is in the integration of manufacturing engineering knowledge, control theory and advanced statistics for product quality and productivity improvement. His recent research focuses on system prognostic/diagnostic modeling and analysis and

Associate Professor Mathematics

Stochastic nonlinear phenomena in biology and physics, especially problems from computational neuroscience and nonequilibrium statistical physics; Monte Carlo algorithms; numerical methods for stochastic differential equations; scientific computing.

Associate Professor, College of Education

Measurement and educational assessment; Item response and generalizability theory; Value-added models; Random effects models.