Find UC Berkeley Faculty

adolescent violence and victimization, polyvictimization rates among vulnerable adolescents, bullying involvement roles and mental health, sexual orientation and gender identity microaggressions, impact of family-level microaggressions and microaffirmations on mental health, disability, anti-ableism

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

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

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

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

statistics, organization, psychology, research methodology, industrial, social psychology, personnel, cross-cultural work values, decision-making research, work and family issues, work values of Chinese employees

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, theoretical statistics, Bayesian statistics, machine learning, statistics in social sciences

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

Theoretical and Applied Statistics

data science, statistics, machine learning

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

mathematical statistics, applied probability, statistical learning theory

statistics, empirical process, high-dimensional modeling, technology in education

machine learning theory, optimization, statistics, deep learning

population ecology, mathematical modeling and statistics

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

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

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

machine learning and artificial intelligence, health care, statistics

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

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