Find UC Berkeley Faculty

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

Theoretical and Applied Statistics

mathematical statistics, applied probability, statistical learning theory

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

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

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

measurement, psychometrics, assessment, development of assessment resources, assessment systems

artificial intelligence, machine learning

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

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

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

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

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

Multi-level determinants of racial/ethnic health disparities, neighborhood environments and cardiovascular health, breast cancer treatment and survivorship Methods in social epidemiology, population health

American politics, race and ethnic politics

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