Probability & Statistics

 

Full-Time FacultyResearch Interests
Francesco CellarosiLimit theorems for exponential sums, random processes of number-theoretical origin
Wenyu JiangMethodology in biostatistics: design and analysis of clinical trials, biomarker study, survival analysis, statistical prediction and genomic data analysis
Brian LingLatent variable models, survival and event history analysis, nonparametric estimation, semiparametric models and shape-constrained statistical inference ​
Chunfang Devon Lincomputer experiments, uncertainty quantification, experimental design, efficient data collections for real applications in science and engineering, big data and statistical learning
Abdol-Reza MansouriStochastic analysis and Malliavin calculus, sub-Riemannian geometry, geometric control theory
Brad RodgersAnalytic number theory, random matrix theory ​
Yanglei SongSequential decision making, mathematical statistics
Glen TakaharaQueueing and communication networks, Bayesian mixture models, statistical learning, orientation data
Serdar YükselStochastic control theory, stochastic dynamical systems, robustness and learning, information theory, multi-agent systems

 

Affiliated FacultyStatusResearch Interests
Bingshu E. ChenCross-AppointedRecurrent events and multivariate survival analysis, statistical methods in cancer clinical trials, epidemiology and bio-markers
James McLellanCross-AppointedFunctional data analysis, statistical methods in chemical engineering, inference in nonlinear regression models
Paul Y. PengCross-AppointedCure models, multivariate survival models, statistical computing and Bayesian methods, statistical and epidemiological methods for population/observational data analysis, statistical consulting
Dongsheng TuCross-AppointedSurvival analysis, statistical methods in clinical trials, resampling methods, large sample theory