Statistics Faculty
http://www.stat.berkeley.edu/

David Aldous: Markov chains, rare events, analysis of algorithms, probabilistic combinatorics, miscellaneous applied probability

Rudolph Beran: nonparametrics, bootstrap methods, asymptotics, statistics of directional data, random coefficient regression models

Peter Bickel: semi-parametric models, robustness of statistical procedures, asymptotics

David Blackwell: (emeritus)

Albert Bowker: (emeritus)

Leo Breiman: (emeritus)

David Brillinger: time series and point processes as applied to seismology and neurophysiology, general applied statistics (joint appointment with Biostatistics)

Ching-Shui Cheng: experimental design, combinatorics, survey sampling

Kjell Doksum: curve estimation, nonparametric regression and correlation curves, estimation of measures of association, survival analysis (joint appointment with Biostatistics)

Lester Dubins: finitely additive probability, group invariant probabilities, gambling theory, inequalities for stochastic processes, martingales (joint appointment with Mathematics)

Steven Evans: superprocesses and other measure-valued processes, probability on local fields and other algebraic structures, applications of stochastic processes to genetics and molecular biology

Jacob Feldman: (emeritus)

David Freedman: asymptotic behavior of Bayes estimates, DeFinetti's theorem, the bootstrap, statistics and the law (joint appointment with Mathematics)

Leo Goodman: development of statistical methods for the analysis of categorical data, log-linear models, latent structure models, correspondence analysis models (joint appointment with Sociology)

Joseph Hodges: (emeritus)

Paul Holland: application of statistics to social and behavioral sciences, causal inference, discrete data, psychometrics, social networks, missing data problems, educational indicators, testing and assessment (joint appointment with School of Education)

Nicholas Jewell: statistical methods related to infectious diseases, includes AIDS and tuberculosis (joint appointment with Biostatistics)

Michael Jordan: neural networks, graphical models, hierarchical mixtures of predictors (joint appointment with Computer Science)

Michael Klass: sums of independent random variables, law of the iterated logarithm, approximation of tail probabilities, approximations of expectations of functions of sums (joint appointment with Biostatistics and Mathematics)

Lucien Le Cam: (emeritus)

Erich Lehmann: (emeritus)

Pressley W. Millar: martingales, Markov processes, Gaussian processes, excursion theory, asymptotic statistical decision theory, nonparametrics, robustness, stochastic procedures

Deborah Nolan: empirical processes and their statistical applications

Yuval Peres: probability and trees, harmonic analysis, Hausdorff measure

James Pitman: martingales, Markov processes, Brownian motion, transformation of processes by operations on their paths, local time and excursions, random combinatorial objects and their asymptotics, random measures

Roger Purves: foundations of probability, measurability

John Rice: applied statistics, stochastic problems in neurophysiology

Juliet Shaffer: (emerita)

Terence Speed: applied statistics, particularly in the fields of genetics and molecular biology (joint appointment with Biostatistics)

Philip Stark: inverse problems, optimization, geophysics, helioseismology

Charles Stone: polynomial splines in statistical modelling, statistical software, academic quality improvement (joint appointment with Biostatistics)

Aram Thomasian: (emeritus)

Kenneth Wachter: statistical methods for Census adjustment, statistical problems in x-ray astronomy, applications of branching process theory, stochastic population models (joint appointment with Demography)

Bin Yu: stochastic complexity and model selection, coding and information theory, empirical processes and density estimation for dependent data

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