Find UC Berkeley Faculty

evolution, molecular evolution, population genetics, human variation, human genetics, phylogenetics, applied statistics, genetics, evolutionary processes, evolutionary biology

population ecology, mathematical modeling and statistics

machine learning and artificial intelligence, health care, statistics

AIDS, statistics, epidemiology, infectious diseases, dengue fever, Wolbachia, Ebola Virus Disease, SARS, H1N1 influenza, adverse cardiovascular effects of pharmaceuticals, counting civilian casualties during conflicts

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

fragmentation, statistics, mathematics, Brownian motion, distribution theory, path transformations, stochastic processes, local time, excursions, random trees, random partitions, processes of coalescence

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

earth & planetary science, deep earth structure & dynamics, earthquake processes & scaling laws, real time estimation of earthquake parameters, development of modern broadband seismic and geophysical observatories, planetary seismology

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

astrophysics, cosmology, machine learning, Bayesian statistics

biophysics, evolutionary dynamics, soft matter, statistical physics, theory and experiments

labor markets, human resources, data analysis and statistical methods

cellular and systems biology, statistical inference, single-cell genomics

machine learning and artificial intelligence, precision health, optimization, statistics

Human evolutionary genetics, human genetics, ancient DNA, population genetics, statistical genetics

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly

statistical mechanics, fluid mechanics, solid mechanics, biological membranes, active matter, glassy dynamics

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, cognitive development and AI models, psychology and philosophy

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

American political institutions, bureaucratic organizations, executive branch, public administration, political economy, statistical modeling

large random combinatorial structures, random matrices, superprocesses & other measure-valued processes, probability on algebraic structures -particularly local fields, applications of stochastic processes to biodemography, mathematical finance, population genetics, phylogenetics & historical linguistics

civil procedure, statutory interpretation, law and economics, event study methodology, securities litigation, economics of crime, public assistance, statistical methods

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

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