Andrew Gelman
Columbia University in the City of New York
H-index: 129
North America-United States
Top articles of Andrew Gelman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Model validation for aggregate inferences in out-of-sample prediction | Lauren Kennedy Aki Vehtari Andrew Gelman | 2024/2/15 | |
Bayesian workflow for time-varying transmission in stratified compartmental infectious disease transmission models | medRxiv | Judith Bouman Anthony Hauser Simon L Grimm Martin Wohlfender Samir Bhatt | 2023 |
Past, Present and Future of Software for Bayesian Inference | Erik Štrumbelj Alexandre Bouchard-Côté Jukka Corander Andrew Gelman Håvard Rue | 2024/2 | |
Active Statistics: Stories, Games, Problems, and Hands-on Demonstrations for Applied Regression and Causal Inference | Andrew Gelman Aki Vehtari | 2024/3/31 | |
Hierarchical Bayesian Models to Mitigate Systematic Disparities in Prediction with Proxy Outcomes | arXiv preprint arXiv:2403.00639 | Jonas Mikhaeil Andrew Gelman Philip Greengard | 2024/3/1 |
Commentaries on “Beyond statistical significance: Five principles for the new era of data analysis and reporting” | Journal of Consumer Psychology | Norbert Schwarz Fritz Strack Andrew Gelman Stijn van Osselaer Joel Huber | 2023 |
Using leave‐one‐out cross validation (LOO) in a multilevel regression and poststratification (MRP) workflow: A cautionary tale | Statistics in Medicine | Swen Kuh Lauren Kennedy Qixuan Chen Andrew Gelman | 2024/2/28 |
Regression, poststratification, and small-area estimation with sampling weights | Andrew Gelman Yajuan Si Brady T West | 2024/2/19 | |
Prediction scoring of data-driven discoveries for reproducible research | Statistics and Computing | Anna L Smith Tian Zheng Andrew Gelman | 2023/2 |
BISG: When inferring race or ethnicity, does it matter that people often live near their relatives? | arXiv preprint arXiv:2304.09126 | Philip Greengard Andrew Gelman | 2023/4/18 |
For how many iterations should we run Markov chain Monte Carlo? | arXiv preprint arXiv:2311.02726 | Charles C Margossian Andrew Gelman Alexandre Dumas | 2023/11/5 |
Who Wants School Vouchers in America? A Comprehensive Study Using Multilevel Regression and Poststratification | Social Sciences | Yu-Sung Su Andrew Gelman | 2023/7/31 |
In Pursuit of Campus-Wide Data Literacy: A Guide to Developing a Statistics Course for Students in Nonquantitative Fields | Journal of Statistics and Data Science Education | Alexis Lerner Andrew Gelman | 2023/12/12 |
“Two truths and a lie” as a class-participation activity | The American Statistician | Andrew Gelman | 2023/1/2 |
An improved BISG for inferring race from surname and geolocation | arXiv preprint arXiv:2304.09126 | Philip Greengard Andrew Gelman | 2023/4 |
Correcting Measurement Error Bias in Conjoint Survey Experiments | Katherine Clayton Yusaku Horiuchi Aaron R Kaufman Gary King Mayya Komisarchik | 2023/7 | |
Scoring multilevel regression and postratification based population and subpopulation estimates | arXiv preprint arXiv:2312.06334 | Lauren Kennedy Aki Vehtari Andrew Gelman | 2023/12/11 |
Challenges in adjusting a survey that overrepresents people interested in politics | Harvard Data Science Review | Andrew Gelman Gustavo Novoa | 2023/9/12 |
Estimating Time-Dependent Transmission Rates of Sars-Cov-2 in a Stratified Population: A Systematic Comparison of Three Methods | 9TH INTERNATIONAL CONFERENCE ON INFECTIOUS DISEASE DYNAMICS P | Judith Bouman Anthony Hauser Simon Grimm Martin Wohlfender Christian Althaus | 2023 |
Inference from nonrandom samples using Bayesian machine learning | Journal of Survey Statistics and Methodology | Yutao Liu Andrew Gelman Qixuan Chen | 2023/4/1 |
