Find UC Berkeley Faculty

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

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 computing, data privacy, data science

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

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

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

risk assessment, hydrogeology, contaminant transport, geostatistics