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Author
Andrew Gelman
also known as A Gelman, A Gelman*, A. Gelman
Columbia University · Andrews University · Twitter (United States) · California Institute of Technology
About this author
Works
1,130
Cited by
127,329
h-index
103
i10
313
ORCID ↗
Top papers
Inference from Iterative Simulation Using Multiple Sequences
Andrew Gelman, Donald B. Rubin
·
1992
·
Statistical Science
↗ 16,583
OA
Data Analysis Using Regression and Multilevel/Hierarchical Models
Andrew Gelman, Jennifer Hill
·
2006
·
Cambridge University Press eBooks
↗ 13,859
OA
Bayesian Data Analysis
Andrew Gelman, John B. Carlin, Hal S. Stern, et al.
·
1995
↗ 13,754
<i>Stan</i>: A Probabilistic Programming Language
Bob Carpenter, Andrew Gelman, Matthew D. Hoffman, et al.
·
2017
·
Journal of Statistical Software
↗ 7,254
OA
General Methods for Monitoring Convergence of Iterative Simulations
Stephen P. Brooks, Andrew Gelman
·
1998
·
Journal of Computational and Graphical Statistics
↗ 6,013
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
Aki Vehtari, Andrew Gelman, Jonah Gabry
·
2016
·
Statistics and Computing
↗ 5,259
OA
Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
Andrew Gelman
·
2006
·
Bayesian Analysis
↗ 4,077
OA
The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo
Matthew D. Homan, Andrew Gelman
·
2014
·
arXiv (Cornell University)
↗ 3,279
OA
Handbook of Markov Chain Monte Carlo
Steve Brooks, Andrew Gelman, Galin L. Jones, et al.
·
2011
↗ 3,049
OA
Scaling regression inputs by dividing by two standard deviations
Andrew Gelman
·
2007
·
Statistics in Medicine
↗ 2,513
Understanding predictive information criteria for Bayesian models
Andrew Gelman, Jessica Hwang, Aki Vehtari
·
2013
·
Statistics and Computing
↗ 2,119
POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES
Andrew Gelman, Xiao‐Li Meng, Hal S. Stern
·
1996
↗ 2,038
Books
Bayesian data analysis
1995
·
Chapman & Hall
Data analysis using regression and multilevel/hierarchical models
2006
·
Cambridge University Press
Red state, blue state, rich state, poor state
2008
·
Princeton University Press
Applied Bayesian modeling and causal inference from incomplete-data perspectives
2004
·
Wiley
Regression and Other Stories
2020
·
University of Cambridge ESOL Examinations
Bayesian Data Analysis Third Edition 3rd Edition Chapman HallCRC Texts in Statistical Science
2013
·
CRC Press
Teaching statistics
2005
·
Oxford University Press
Quantitative Models And Methods
2007
·
Cambridge University Press