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D-Index & Metrics

Mathematics

D-Index
45
Citations
26143
World Ranking
1407
National Ranking
619

Research.com Recognitions

  • 1997 - Fellow of the American Statistical Association (ASA)

Overview

Edward I. George is affiliated with the University of Pennsylvania in the United States. Their research primarily focuses on the fields of Mathematics and Computer Science, with significant contributions in the subfields of Statistics and Probability, Artificial Intelligence, Statistics, Probability and Uncertainty, Molecular Biology, and Economics and Econometrics.

Their work encompasses a range of topics related to statistical methods and inference, including statistical methods and Bayesian inference, advanced statistical methods and models, Bayesian methods and mixture models, advanced statistical process monitoring, Bayesian modeling and causal inference, and data-driven disease surveillance.

Several recent papers illustrate the scope of their research interests. These include:

  • mBART: Multidimensional Monotone BART (2021), published in Bayesian Analysis
  • Valid post-selection inference in model-free linear regression (2020), published in The Annals of Statistics
  • Redefine statistical significance (2025), published by UNC Libraries
  • Spike-and-slab Lasso biclustering (2021), published in The Annals of Applied Statistics
  • Crime in Philadelphia: Bayesian Clustering with Particle Optimization (2022), published in the Journal of the American Statistical Association

Edward I. George frequently collaborates with several researchers, including Linda Zhao, Veronika Ročková, Robert E. McCulloch, Lawrence D. Brown, and Andreas Buja.

Their publications are often featured in notable venues such as arXiv (Cornell University), Bayesian Analysis, The Annals of Statistics, UNC Libraries, and Stat.

In recognition of their contributions to the field, Edward I. George was named a Fellow of the American Statistical Association (ASA) in 1997.

Best Publications

  • Explaining the Gibbs Sampler

    George Casella;Edward I. George

  • Variable selection via Gibbs sampling

    Edward I. George;Robert E. McCulloch

  • Redefine statistical significance

    Daniel J. Benjamin;James O. Berger;Magnus Johannesson;Magnus Johannesson;Brian A. Nosek;Brian A. Nosek

  • BART: Bayesian additive regression trees

    Hugh A. Chipman;Edward I. George;Robert E. McCulloch

  • APPROACHES FOR BAYESIAN VARIABLE SELECTION

    Edward I. George;Robert E. McCulloch

  • Bayesian CART Model Search

    Hugh A. Chipman;Edward I. George;Robert E. McCulloch

  • The risk inflation criterion for multiple regression

    Dean P. Foster;Edward I. George

  • Calibration and empirical Bayes variable selection

    Edward I George;Dean P Foster

  • The Practical Implementation of Bayesian Model Selection

    Hugh A Chipman;Edward I George;Robert E McCulloch

  • Bayes and Big Data: The Consensus Monte Carlo Algorithm

    Steven L. Scott;Alexander W. Blocker;Fernando V. Bonassi;Hugh A. Chipman

  • The Variable Selection Problem

    Edward I. George

  • On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply

    S. Richardson;P. J. Green;C. P. Robert;M. Aitkin

  • The Spike-and-Slab LASSO

    Veronika Ročková;Edward I. George

  • Bayesian stochastic search for VAR model restrictions

    Edward I. George;Dongchu Sun;Shawn Ni

  • EMVS: The EM Approach to Bayesian Variable Selection

    Veronika Ročková;Edward I. George

  • Adaptive Direction Sampling

    W. R. Gilks;G. O. Roberts;E. I. George

  • Bayesian Additive Regression Trees

    Hugh A. Chipman;Edward I. George;Robert E. McCulloch

  • Bayesian Treed Models

    Hugh A. Chipman;Edward I. George;Robert E. McCulloch

  • Shrinkage Estimation of Price and Promotional Elasticities: Seemingly Unrelated Equations

    Robert C. Blattberg;Edward I. George

  • Flexible empirical Bayes estimation for wavelets

    Merlise Clyde;Edward I. George

Frequent Co-Authors

Robert E. McCulloch
Robert E. McCulloch Arizona State University
Lawrence D. Brown
Lawrence D. Brown Cornell University
Andreas Buja
Andreas Buja University of Pennsylvania
Richard A. Berk
Richard A. Berk University of Pennsylvania
James O. Berger
James O. Berger Duke University
Dean P. Foster
Dean P. Foster Amazon (United States)
Paul R. Rosenbaum
Paul R. Rosenbaum University of Pennsylvania
David Cesarini
David Cesarini New York University
Thomas D. Cook
Thomas D. Cook University of Wisconsin–Madison
Brian A. Nosek
Brian A. Nosek Center for Open Science

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