Research Interests: Inference in Parametric Models, Fisher's Information, Analytical Problems in Statistics, Foundations of Statistical Inference
Research Interests: Time series analysis, space-time statistical problems, geophysical time series, random binary sequences, random vibration signals in mechanical systems
Research Interests: Survey Sampling, Multi-level Modeling, Small-Area Estimation, Bayes and Empirical Bayes Inference, Resampling Methods
Research Interests: Bayesian modeling and asymptotics, Statistics on manifolds, Network analysis; Statistical properties of deep neural network models & generative modeling, Machine learning.
Research Interests: Random graph inference, statistical machine learning, graph matching algorithms, Markov chains, probability, combinatorics
Research Interests: Statistical Models and Inferences, Survival Analysis Applications in Biomedical Research, Longitudinal Data Analysis, Likelihood Methods.
Research Interests: Empirical Process Theory under Complex Sampling, General Semiparametric Models, Inference for High-Dimensional Data
Research Interests: Inference for Sample Surveys, mathematical statistics, semiparametrics, Survival Analysis, census statistics, meta-analysis, pharmaceutical statistical methods
Research Interests: Empirical Process Theory under Complex Sampling, General Semiparametric Models, Inference for High-Dimensional Data
Research Interests: Empirical Process Theory under Complex Sampling, General Semiparametric Models, Inference for High-Dimensional Data
Research Interests: Theory of high-dimensional statistics; Bayesian modeling and theory; machine learning; statistical learning theory; optimization.