Department · vaiu-sci-stat-*
Theory and practice of learning from data — inference, probabilistic modeling, and modern statistical machine learning.
Research areas
Faculty directory
Department chair · Statistical Inference
Prof. Hassan Dovan
Estimation & hypothesis testing, asymptotic theory, and high-dimensional statistics.
Professor · Bayesian Statistics
Prof. Elena Ember
Hierarchical models, MCMC & variational inference, and probabilistic programming.
Professor · Statistical Machine Learning
Prof. Rosa Vale
Supervised & unsupervised learning, nonparametric methods, and deep learning theory.
Professor · Biostatistics
Prof. Leila Orlov
Clinical trial design, survival analysis, and statistical genetics.
Professor · Time Series & Econometrics
Prof. Reem Quorra
Time-series modeling, forecasting, and causal inference.
Professor · Computational Statistics
Prof. Samir Solen
Resampling & bootstrap, Monte Carlo methods, and statistical computing.
