Andrew Gelman

Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman, Donald B. Rubin · Statistical Science · 1992 · 16.7K citations · Full text

Natural Sciences, Biostatistics, Bayesian Data Analysis +15

<i>Stan</i> : A Probabilistic Programming Language

Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +16

General Methods for Monitoring Convergence of Iterative Simulations

Stephen P. Brooks, Andrew Gelman · Journal of Computational and Graphical Statistics · 1998 · 6.1K citations

Computing, Biostatistics, Experimental Design +14

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry · Statistics and Computing · 2016 · 5.4K citations · Full text

Computing, Data Science, Bayesian Data Analysis +11

Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)

Andrew Gelman · Bayesian Analysis · 2006 · 4.1K citations · Full text

Natural Sciences, Biostatistics, Bayesian Biostatistics +14