Graduate Programs

Dimension Reduction, Machine Learning, Graphical Models, Estimating equations and quasilikelihood, Semiparametric Estimation, Asymptotic Theories and Methods, Longitudinal Data Analysis

Non-parametrics, Asymptotic Methods, Regularization and Inverse Problems, Regression Estimators, Probability Inequalities, Machine Learning, Signal Processing, Statistical Learning

Functional Data Analysis, Longitudinal Data Analysis, Statistical Genetics

Biostatistics, Statistical Decision Theory

Computational Statistics, Bioinformatics