Find UC Berkeley Faculty

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

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

statistics, empirical process, high-dimensional modeling, technology in education

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

econometrics, machine learning

causal inference, health services & policy analysis, biostatistics, discrete optimization

population ecology, mathematical modeling and statistics

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health