Find UC Berkeley Faculty

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

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

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

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

causal inference, survey data analysis

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

political economy, ethnic politics, comparative clientelism in developing countries, research design, causal inference, statistical methods, multi-method research

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

precision medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

causal inference, experimental design and analysis, algorithmic decision-making, refugee resettlement and asylum politics, public opinion, survey methodology

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research / scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

epidemiologic methods, Bayesian methods, cancer epidemiology

econometrics, Social and Economic Networks, Peer Effects

American politics, political behavior, political psychology, public opinion, voting and elections, political socialization, research design and empirical methods