CRAN/E | R Packages from Andrew Gelman

Andrew Gelman

Author of 8 R packages

Quick info

Andrew Gelman has worked on 8 packages so far. In total, Andrew Gelman has worked with 79 other authors on those packages. Impressive teamwork!

Packages overview

BRugs
StanHeaders
arm
loo
mi
retrodesign
shinystan
stan4bart

Package details

BRugs

Interface to the 'OpenBUGS' MCMC Software

OpenBUGS was developed by Andrew Thomas , Dave Lunn , David Spiegelhalter , Nicky Best. R interface developed by Uwe Ligges , Sibylle Sturtz , Andrew Gelman , Gregor Gorjanc , Chris Jackson. Linux port , most recent developments by Chris Jackson.

StanHeaders

C++ Header Files for Stan

Ben Goodrich , Joshua Pritikin , Andrew Gelman , Bob Carpenter , Matt Hoffman , Daniel Lee , Michael Betancourt , Marcus Brubaker , Jiqiang Guo , Peter Li , Allen Riddell , Marco Inacio , Mitzi Morris , Jeffrey Arnold , Rob Goedman , Brian Lau , Rob Trangucci , Jonah Gabry , Alp Kucukelbir , Robert Grant , Dustin Tran , Michael Malecki , Yuanjun Gao , Hamada S. Badr , Trustees of Columbia University , Lawrence Livermore National Security , The Regents of the University of California , Southern Methodist University

arm

Data Analysis Using Regression and Multilevel/Hierarchical Models

Andrew Gelman , Yu-Sung Su , Masanao Yajima , Jennifer Hill , Maria Grazia Pittau , Jouni Kerman , Tian Zheng , Vincent Dorie

loo

Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models

Aki Vehtari , Jonah Gabry , Mans Magnusson , Yuling Yao , Paul-Christian Bürkner , Topi Paananen , Andrew Gelman , Ben Goodrich , Juho Piironen , Bruno Nicenboim , Leevi Lindgren

mi

Missing Data Imputation and Model Checking

Andrew Gelman , Jennifer Hill , Yu-Sung Su , Masanao Yajima , Maria Pittau , Ben Goodrich , Yajuan Si , Jon Kropko

retrodesign

Tools for Type S (Sign) and Type M (Magnitude) Errors

Andrew Timm , Andrew Gelman , John Carlin , Martijn Weterings

shinystan

Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models

Jonah Gabry , Duco Veen , Stan Development Team , Michael Andreae , Michael Betancourt , Bob Carpenter , Yuanjun Gao , Andrew Gelman , Ben Goodrich , Daniel Lee , Dongying Song , Rob Trangucci

stan4bart

Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions

Vincent Dorie , Ben Goodrich , Jonah Gabry , Imad Ali , Sam Brilleman , Paul-Christian Burkner , Joshua Pritikin , Andrew Gelman , Bob Carpenter , Matt Hoffman , Daniel Lee , Michael Betancourt , Marcus Brubaker , Jiqiang Guo , Peter Li , Allen Riddell , Marco Inacio , Mitzi Morris , Jeffrey Arnold , Rob Goedman , Brian Lau , Rob Trangucci , Alp Kucukelbir , Robert Grant , Dustin Tran , Michael Malecki , Yuanjun Gao , Trustees of Columbia University , Lawrence Livermore National Security , The Regents of the University of California , Southern Methodist University , Douglas Bates , Martin Maechler , Ben Bolker , Steve Walker , Armon Dadgar , Bothner Per , Elliston Ben , Free Software Foundation , Guido U Draheim , Maarten Bosmans , Christophe Tournayre , Michael Petch , Rafael de Lucena Valle , Steven G. Johnson , Matteo Frigo , Scott Pakin

Colleagues

OpenBUGS was developed by Andrew Thomas
Dave Lunn
David Spiegelhalter
Nicky Best. R interface developed by Uwe Ligges
Sibylle Sturtz
Gregor Gorjanc
Chris Jackson. Linux port
most recent developments by Chris Jackson.
Ben Goodrich
Joshua Pritikin
Bob Carpenter
Matt Hoffman
Daniel Lee
Michael Betancourt
Marcus Brubaker
Jiqiang Guo
Peter Li
Allen Riddell
Marco Inacio
Mitzi Morris
Jeffrey Arnold
Rob Goedman
Brian Lau
Rob Trangucci
Jonah Gabry
Alp Kucukelbir
Robert Grant
Dustin Tran
Michael Malecki
Yuanjun Gao
Hamada S. Badr
Trustees of Columbia University
Lawrence Livermore National Security
The Regents of the University of California
Southern Methodist University
Yu-Sung Su
Masanao Yajima
Jennifer Hill
Maria Grazia Pittau
Jouni Kerman
Tian Zheng
Vincent Dorie
Aki Vehtari
Mans Magnusson
Yuling Yao
Paul-Christian Bürkner
Topi Paananen
Juho Piironen
Bruno Nicenboim
Leevi Lindgren
Maria Pittau
Yajuan Si
Jon Kropko
Andrew Timm
John Carlin
Martijn Weterings
Duco Veen
Stan Development Team
Michael Andreae
Dongying Song
Imad Ali
Sam Brilleman
Paul-Christian Burkner
Douglas Bates
Martin Maechler
Ben Bolker
Steve Walker
Armon Dadgar
Bothner Per
Elliston Ben
Free Software Foundation
Guido U Draheim
Maarten Bosmans
Christophe Tournayre
Michael Petch
Rafael de Lucena Valle
Steven G. Johnson
Matteo Frigo
Scott Pakin