# Statistics Faculty Research Interests

The statistics faculty research interests cover a wide range of topics in both statistics and probability.

Stochastic analysis, Stochastic partial differential equations, Probabilistic methods for PDEs in finite and infinite dimension

Dynamical Systems, Averaging Theory, Transport in Random Media

**Mark I. Freidlin**

Stochastic Processes and Their Applications, Random Perturbations of Dynamical Systems, Probabilistic Methods in P.D.E.'s and Analysis

Characterization Problems, Estimation Theory, Semi-Parametric Models

Time series, Semiparametric inference, Generalized Linear Models, Statistics of space-time observations, Spatial prediction, Zero-crossings

Stochastic processes and applications, Branching processes, Asymptotic analysis of probabilistic models

Econometric Theory, Bayesian asymptotics

Survival Analysis and its Applications in Biomedical Research, Linear models, Likelihood methods, Resampling Methods, Analysis of Censored Data

Survival Empirical Process Theory, Semiparametric Models, Complex Sampling, Bootstrap

Sample Survey Theory, Statistical Inference for Stochastic Processes, Survival Analysis

Nonparametric and Robust Statistics, Categorical Data Analysis

High-dimensional statistical inference, Nonparametric Statistics, Sparse/Low-rank matrix problems

**Grace Yang, Professor Emerita**

Stochastic Modelling with Application to Biological and Physical Sciences, Asymptotic Theory in Statistics, Survival Analysis