Andrew Gelman is affiliated with Columbia University in the United States. Their research focuses primarily on mathematics, with a significant number of publications in the field of statistics and probability. They have explored various subfields, including artificial intelligence, sociology and political science, infectious diseases, and statistics, probability, and uncertainty. The main topics of their work include statistical methods and inference, statistical methods and Bayesian inference, advanced causal inference techniques, COVID-19 epidemiological studies, meta-analysis and systematic reviews, Bayesian methods and mixture models, and statistical methods in clinical trials.
Gelman has authored multiple papers published in various notable venues. Recent publications include:
Their frequent coauthors include Aki Vehtari, Jennifer Hill, Philip Greengard, Jessica Hullman, and Yuling Yao. Gelman's works have been published extensively in venues such as arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), CHANCE, Harvard Data Science Review, and Nature Reviews Methods Primers.
In addition to journal articles, Gelman has contributed to academic book publications. They have published two books through Cambridge University Press:
Their contributions to the scientific community have been recognized through several awards. They were named a Fellow of the American Academy of Arts and Sciences in 2020 and a Fellow of the American Statistical Association in 1998. In 2003, Gelman received the COPSS Presidents' Award.
Andrew Gelman;John B. Carlin;Hal S. Stern;David B. Dunson
Andrew Gelman;Donald B. Rubin
Andrew Gelman;Yu-Sung Su
Bob Carpenter;Andrew Gelman;Matthew D. Hoffman;Daniel Lee
Stephen P. Brooks;Andrew Gelman
Andrew Gelman
Aki Vehtari;Andrew Gelman;Jonah Gabry
Matthew D. Homan;Andrew Gelman
Steve Brooks;Andrew Gelman;Galin L. Jones;Xiao-Li Meng
Andrew Gelman;Xiao-Li Meng;Hal Stern
Andrew Gelman
Andrew Gelman
Andrew Gelman;Aleks Jakulin;Maria Grazia Pittau;Yu Sung Su
Andrew Gelman;Jessica Hwang;Aki Vehtari
G. O. Roberts;A. Gelman;W. R. Gilks
Andrew Gelman;Guido Imbens
Sibylle Sturtz;Uwe Ligges;Andrew E. Gelman
Andrew E. Gelman;Jennifer Hill;Masanao Yajima
Andrew Gelman;John Carlin
Matthew D. Hoffman;Andrew Gelman
A Gelman;JB Carlin;HS Stern;DB Dunson
Steve Brooks;Andrew Gelman;Galin Jones;Xiao-Li Meng
Steve Brooks;Andrew Gelman;Galin Jones;Xiao-Li Meng
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