Find UC Berkeley Faculty

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

latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory

generative models

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

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

marine mammals, pre-clinical models of disease

climate change, uncertainty of extremes, climate modeling, coupled models of the climate system, global climate models, solar and terrestrial radiation

environmental economics, climate policy, integrated assessment models

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

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, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

language neuroscience, fMRI, semantic modeling, decoding/encoding models, computational neuroscience

Congress, political parties, voting behavior, spatial models of candidate competition, experimental methods

behavioral neurophysiology of spatial learning and memory, hippocampus replay, computational models of reinforcement learning and navigationf

Infectious disease dynamics, disease ecology, mathematical models, Asia, Africa, Central America, climate change

economics, price theory models of anticompetitive exclusive dealing, switching costs, network effects, formal standardization

housing price indices, real estate price dynamics, mortgage valuation models: prepayment and default, mortgage contract design, mortgage backed security trading and valuation, executive stock option valuation, energy efficient mortgage underwriting, climate risk

biological basis of health disparities, developmental programming, stress, environment x gene interactions, animal models, biopsychosocial approach to health and well-being

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

Russia, late modern Europe

Modern and Contemporary Latin American and Caribbean Literatures and Cultures

Latin American studies, performance studies, Venezuela, Chicanx Latinx studies, Chicano Latino theater, political cultures, Populism, Festival and Carnival Studies, democracy, Latin America, contemporary Latin American politics, Modern and Contemporary Latin American and Caribbean Literatures and Cultures, social movements and activism, social change, history and theory of theatre and performance art, cuba, Yucatan Mexico, Mexico, performance and spectatorship and reception, comparative politics, social revolution, media and society, Central America, American popular culture, urban and rural Latin America and North America

late modern Europe, Soviet History, Central Asian History

early modern Spain, colonial Latin America, plague literature, medical humanities, book history

Brazilian literature and culture, Latin American literature and culture, Latin American Art History, media studies, critical theory, environmental humanities, Modern and Contemporary Latin American and Caribbean Literatures and Cultures, visual studies

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking