Find UC Berkeley Faculty

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

epidemiologic methods, Bayesian methods, cancer epidemiology

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

population ecology, mathematical modeling and statistics

mathematical statistics, applied probability, statistical learning theory

physics, quantum mechanics, gravity, unified description of nature, string theory, quantum properties of black holes, geometry of spacetime, covariant entropy bound, cosmological constant

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy