Find UC Berkeley Faculty

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

causal inference, survey data analysis

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

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

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

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

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

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

immigrant integration, intergroup relations, causal inference, race and ethnic politics, political behavior

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

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

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

poverty, inequality, causal inference, mixed methods, incarceration, prisoner reentry, education, neighborhoods, urban, community, adolescence, public impact research/scholarship

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

econometrics, machine learning

education policy, institutional change, organizational theory, civil society, sociology of education, sociology, network analysis, work, history of professions, professional development, technology policy

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

labor economics, applied econometrics, economics of education

econometrics, Social and Economic Networks, Peer Effects

mental health, epidemiology, social epidemiology, population health, neighborhood characteristics and health, methodological issues and novel methodological applications in social, traumatic events, substance use, behavioral health, birth outcomes and maternal health

epidemiologic methods, Bayesian methods, cancer epidemiology

health policy and management, access to healthcare, health economics, medicaid, provider behavior, healthcare delivery

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