Peter Carbonetto

A Simple New Approach to Variable Selection in Regression, with Application to Genetic Fine Mapping

Gao Wang, Abhishek Sarkar, Peter Carbonetto et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2020 · 1.2K citations · Full text

Computing, Biostatistics, Bayesian Biostatistics +16

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

Xiang Zhou, Peter Carbonetto, Matthew Stephens · PLoS Genetics · 2013 · 936 citations · Full text

Public Health, Biostatistics, Genetics +14

Flexible statistical methods for estimating and testing effects in genomic studies with multiple conditions

Sarah Urbut, Gao Wang, Peter Carbonetto et al. · Nature Genetics · 2018 · 480 citations

Life Sciences, Biostatistics, Genetics +8

Fine-mapping from summary data with the “Sum of Single Effects” model

Yuxin Zou, Peter Carbonetto, Gao Wang et al. · PLoS Genetics · 2022 · 410 citations · Full text

Public Health, Biostatistics, Genetics +13

Scalable Variational Inference for Bayesian Variable Selection in Regression, and Its Accuracy in Genetic Association Studies

Peter Carbonetto, Matthew Stephens · Bayesian Analysis · 2012 · 303 citations · Full text

Public Health, Biostatistics, Genetics +17