Linear and Nonlinear Models, Compartmental Models, Multivariate Methods.

Asymptotics

Reliability Theory and Quality Control, Applied Probability

High-Dimensional Inference, Matrix-Variate (tensor) Data, Multivariate Finite Mixture & Contaminated Trials, Rank Methods for Clustered Data

Epidemiology, Spatial Statistics, Disease Clustering, Clinical Trials, Longitudinal data analysis

Econometrics, Labor Economics, Empirical Industrial Organization, Quantile Regression

Statistical Education

Multivariate Analysis, chemometrics

Predictive Modeling in Big Data

models for network data, Bayesian modeling, social science applications, predictive assessment

Decision Theory, Bayesian Inference, Survival Analysis

Statistical Bioinformatics

Predictive Modeling in Big Data, Statistical Genetics; Phylogenetics, Healthcare Claims Data Analysis

Bioinformatics, Bayesian Methods, Causal Inference

Machine Learning, Bayesian Inference, Computational Statistics, Statistical Bioinformatics, Artificial Intelligence

Large Sample Theory, Nonparametric Inference, Goodness of Fit Tests

Variable Selection, Model Combining/Averaging, Nonparametric Estimation, Time Series Analysis

Feature Selection, Classification and Discriminant Analysis, Computing Algorithms and their Applications, Dimension Reduction in Regression Analysis

Data Depth, Mixture Models, Astrostatistics, Zero-Inflated Models, Non/Semiparametric Methods, Tolerance Regions, Computational Statistics, Applied Survey Data Analysis

Machine learning, privacy-aware decentralized learning, deep learning, statistical inference, model selection and diagnostics

Large Sample Theory, Survival Analysis