Find UC Berkeley Faculty

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

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

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

Statistical causal inference, missing data, Bayesian statistics, applied statistics

causal inference, survey data analysis

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