Edward I. George

18.4k total citations · 4 hit papers
110 papers, 9.2k citations indexed

About

Edward I. George is a scholar working on Statistics and Probability, Artificial Intelligence and Economics and Econometrics. According to data from OpenAlex, Edward I. George has authored 110 papers receiving a total of 9.2k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Statistics and Probability, 40 papers in Artificial Intelligence and 13 papers in Economics and Econometrics. Recurrent topics in Edward I. George's work include Statistical Methods and Inference (51 papers), Statistical Methods and Bayesian Inference (30 papers) and Advanced Statistical Methods and Models (30 papers). Edward I. George is often cited by papers focused on Statistical Methods and Inference (51 papers), Statistical Methods and Bayesian Inference (30 papers) and Advanced Statistical Methods and Models (30 papers). Edward I. George collaborates with scholars based in United States, Canada and United Kingdom. Edward I. George's co-authors include Robert E. McCulloch, George Casella, Hugh Chipman, Veronika Ročková, Merlise A. Clyde, Dean P. Foster, Robert C. Blattberg, Dongchu Sun, Shawn Ni and Yuzo Maruyama and has published in prestigious journals such as Journal of the American Statistical Association, Technometrics and Biometrics.

In The Last Decade

Edward I. George

107 papers receiving 8.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Variable Selection via Gibbs Sampling

1993 1.7k citations Edward I. George, Robert E. McCulloch Journal of the American Statistical Association profile →
Explaining the Gibbs Sampler

1992 1.6k citations George Casella, Edward I. George The American Statistician profile →
APPROACHES FOR BAYESIAN VARIABLE SELECTION

1997 750 citations Edward I. George, Robert E. McCulloch Statistica Sinica profile →
Explaining the Gibbs Sampler

1992 568 citations George Casella, Edward I. George The American Statistician profile →

Peers

Countries citing papers authored by Edward I. George

Since Specialization

Citations

This map shows the geographic impact of Edward I. George's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Edward I. George with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Edward I. George more than expected).

Fields of papers citing papers by Edward I. George

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Edward I. George. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Edward I. George. The network helps show where Edward I. George may publish in the future.

Co-authorship network of co-authors of Edward I. George

This figure shows the co-authorship network connecting the top 25 collaborators of Edward I. George. A scholar is included among the top collaborators of Edward I. George based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Edward I. George. Edward I. George is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Simultaneous Variable and Covariance Selection With the Multivariate Spike-and-Slab LASSO 2019 ·Journal of Computational and Graphical Statistics ·Sameer K. Deshpande, Veronika Ročková, Edward I. George	33
2	On variance estimation for Bayesian variable selection 2018 ·arXiv (Cornell University) ·(unknown), Veronika Ročková, Edward I. George	2
3	Determinantal Regularization for Ensemble Variable Selection 2016 ·International Conference on Artificial Intelligence and Statistics ·Veronika Ročková, (unknown), Edward I. George	3
4	Models as Approximations - A Conspiracy of Random Regressors and Model Deviations Against Classical Inference in Regression 2015 ·Statistical Science ·Andreas Buja, Richard A. Berk, Lawrence D. Brown, Edward I. George, Emil Pitkin, (unknown), Linda Zhao, Kai Zhang	4
5	The Conspiracy of Random Predictors and Model Violations against Classical Inference in Regression 2014 ·arXiv (Cornell University) ·Andreas Buja, Richard A. Berk, Lawrence Brown, Edward I. George, Emil Pitkin, (unknown), (unknown), Liwei Zhao	3
6	Ensemble of trees approaches to risk adjustment for evaluating a hospital’s performance 2014 ·Health Care Management Science ·Yang Liu, (unknown), Scott A. Lorch, Edward I. George, Dylan S. Small	22
7	Models as Approximations, Part I: A Conspiracy of Nonlinearity and Random Regressors in Linear Regression 2014 ·arXiv (Cornell University) ·Andreas Buja, Richard A. Berk, Lawrence Brown, Edward I. George, Emil Pitkin, (unknown), Kaiyun Zhan, Liwei Zhao	8
8	Variable selection for BART: An application to gene regulation 2014 ·The Annals of Applied Statistics ·Justin Bleich, Adam Kapelner, Edward I. George, Shane T. Jensen	84
9	Negotiating multicollinearity with spike-and-slab priors 2014 ·METRON ·Veronika Ročková, Edward I. George	19
10	Variable Selection Inference for Bayesian Additive Regression Trees 2013 ·arXiv (Cornell University) ·Justin Bleich, Adam Kapelner, Edward I. George, Shane T. Jensen	3
11	Covariance Based Pre-Filters and Screening Criteria for Conjunction Analysis 2012 ·Advanced Maui Optical and Space Surveillance Technologies Conference ·Edward I. George, Ka Wing Chan	2
12	A g-prior extension for p>n 2008 ·arXiv (Cornell University) ·Yuzo Maruyama, Edward I. George	2
13	Exploratory Bayesian Model Selection for Serial Genetics Data 2005 ·Biometrics ·(unknown), Andrea S. Foulkes, Edward I. George	5
14	A Bayesian model of cycle time prediction 2001 ·IIE Transactions ·(unknown), Edward I. George, (unknown)	9
15	Managing Multiple Models. 2001 ·International Conference on Artificial Intelligence and Statistics ·Hugh Chipman, Edward I. George, Robert E. McCulloch	7
16	A bayesian model for collaborative filtering. 1999 ·International Conference on Artificial Intelligence and Statistics ·(unknown), Edward I. George	88
17	APPROACHES FOR BAYESIAN VARIABLE SELECTION breakdown → 1997 ·Statistica Sinica ·Edward I. George, Robert E. McCulloch	750
18	Variable Selection via Gibbs Sampling breakdown → 1993 ·Journal of the American Statistical Association ·Edward I. George, Robert E. McCulloch	1745
19	Explaining the Gibbs Sampler breakdown → 1992 ·The American Statistician ·George Casella, Edward I. George	1605
20	Shrinkage Estimation of Price and Promotional Elasticities: Seemingly Unrelated Equations 1991 ·Journal of the American Statistical Association ·Robert C. Blattberg, Edward I. George	96

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact