Find UC Berkeley Faculty

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

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, health services & policy analysis, biostatistics, discrete optimization

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

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

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design