Package: VIGoR Type: Package Title: Variational Bayesian Inference for Genome-Wide Regression Version: 1.1.5 Date: 2024-09-11 Authors@R: c(person("Akio", "Onogi", role = c("aut", "cre", "cph"), email = "onogiakio@gmail.com"), person("Hiroyoshi", "Iwata", role = "cph"), person("Takuji", "Nishimura", role = "ctb", comment = "Developer of Mersenne twister in header1.h"), person("Makoto", "Matsumoto", role = "ctb", comment = "Developer of Mersenne twister in header1.h"), person("STRUCTURE software contributors", role = "ctb", comment="Provide snorm and RNormal functions in header2.h"), person("Alan", "Miller", role = "ctb", comment = "Program mylgamma function in header2.h"), person("Peter", "Beerli", role = "ctb", comment = "Translate mylgamma function in header2.h")) Description: Conducts linear regression using variational Bayesian inference, particularly optimized for genome-wide association mapping and whole-genome prediction which use a number of DNA markers as the explanatory variables. Provides seven regression models which select the important variables (i.e., the variables related to response variables) among the given explanatory variables in different ways (i.e., model structures). License: MIT + file LICENSE Repository: https://onogi.r-universe.dev Date/Publication: 2024-09-11 03:47:58 UTC RemoteUrl: https://github.com/onogi/vigor RemoteRef: HEAD RemoteSha: ba0086978edaf3204d284ba75ac50ac31213fc8f NeedsCompilation: yes Packaged: 2026-10-07 10:53:03 UTC; root Author: Akio Onogi [aut, cre, cph], Hiroyoshi Iwata [cph], Takuji Nishimura [ctb] (Developer of Mersenne twister in header1.h), Makoto Matsumoto [ctb] (Developer of Mersenne twister in header1.h), STRUCTURE software contributors [ctb] (Provide snorm and RNormal functions in header2.h), Alan Miller [ctb] (Program mylgamma function in header2.h), Peter Beerli [ctb] (Translate mylgamma function in header2.h) Maintainer: Akio Onogi