Encoding: UTF-8 Type: Package Package: susieR Title: Sum of Single Effects Linear Regression Description: Implements methods for variable selection in linear regression based on the "Sum of Single Effects" (SuSiE) model, as described in Wang et al (2020) and Zou et al (2021) . These methods provide simple summaries, called "Credible Sets", for accurately quantifying uncertainty in which variables should be selected. The methods are motivated by genetic fine-mapping applications, and are particularly well-suited to settings where variables are highly correlated and detectable effects are sparse. The fitting algorithm, a Bayesian analogue of stepwise selection methods called "Iterative Bayesian Stepwise Selection" (IBSS), is simple and fast, allowing the SuSiE model be fit to large data sets (thousands of samples and hundreds of thousands of variables). Date: 2026-07-28 Version: 0.16.6 Authors@R: c(person("Gao","Wang",role="aut",email="wang.gao@columbia.edu"), person("Yuxin","Zou",role="aut"), person("Alexander","McCreight",role="aut"), person("Kaiqian","Zhang",role="aut"), person("William","R.P. Denault",role="aut"), person("Peter","Carbonetto",role=c("aut","cre"), email="peter.carbonetto@gmail.com"), person("Matthew","Stephens",role="aut")) URL: https://github.com/stephenslab/susieR BugReports: https://github.com/stephenslab/susieR/issues License: BSD_3_clause + file LICENSE Depends: R (>= 3.5.0) Imports: methods, graphics, grDevices, stats, Matrix, matrixStats, mixsqp, reshape, crayon, ggplot2, Rfast LinkingTo: cpp11, cpp11armadillo Suggests: curl, pkgload, rprojroot, testthat, microbenchmark, knitr, rmarkdown, cowplot, L0Learn LazyData: yes LazyDataCompression: xz NeedsCompilation: yes RoxygenNote: 7.3.3 VignetteBuilder: knitr Config/pak/sysreqs: cmake Repository: https://stephenslab.r-universe.dev Date/Publication: 2026-10-11 20:49:26 UTC RemoteUrl: https://github.com/stephenslab/susier RemoteRef: HEAD RemoteSha: 69db7e7a3f917ea02a4abc4b53694b2cd1c26b7e Packaged: 2026-10-11 20:59:07 UTC; root Author: Gao Wang [aut], Yuxin Zou [aut], Alexander McCreight [aut], Kaiqian Zhang [aut], William R.P. Denault [aut], Peter Carbonetto [aut, cre], Matthew Stephens [aut] Maintainer: Peter Carbonetto