Package: BG2 1.7.0

Jacob Williams

BG2: Performs Bayesian GWAS analysis for non-Gaussian data using BG2

This package is built to perform GWAS analysis for non-Gaussian data using BG2. The BG2 method uses penalized quasi-likelihood along with nonlocal priors in a two step manner to identify SNPs in GWAS analysis. The research related to this package was supported in part by National Science Foundation awards DMS 1853549 and DMS 2054173.

Authors:Jacob Williams [aut, cre], Shuangshuang Xu [aut], Marco Ferreira [aut]

BG2_1.7.0.tar.gz
BG2_1.7.0.zip(r-4.5)BG2_1.7.0.zip(r-4.4)BG2_1.7.0.zip(r-4.3)
BG2_1.7.0.tgz(r-4.4-any)BG2_1.7.0.tgz(r-4.3-any)
BG2_1.7.0.tar.gz(r-4.5-noble)BG2_1.7.0.tar.gz(r-4.4-noble)
BG2_1.7.0.tgz(r-4.4-emscripten)BG2_1.7.0.tgz(r-4.3-emscripten)
BG2.pdf |BG2.html
BG2/json (API)

# Install 'BG2' in R:
install.packages('BG2', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • SNPs - A. Thaliana Genotype matrix
  • Y_binary - A. Thaliana Simulated Phenotype matrix
  • Y_poisson - A. Thaliana Simulated Phenotype matrix
  • kinship - A. Thaliana Kinship matrix

On BioConductor:BG2-1.7.0(bioc 3.21)BG2-1.6.0(bioc 3.20)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

bayesianassaydomainsnpgenomewideassociation

4.18 score 3 scripts 144 downloads 1 exports 81 dependencies

Last updated 23 days agofrom:edfff8cf31. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winOKNov 05 2024
R-4.5-linuxOKNov 05 2024
R-4.4-winOKNov 05 2024
R-4.4-macOKNov 05 2024
R-4.3-winOKNov 05 2024
R-4.3-macOKNov 05 2024

Exports:BG2

Dependencies:cachemcaretclasscliclockcodetoolscolorspacecpp11crayondata.tablediagramdigestdplyre1071fansifarverfastmapforeachfuturefuture.applyGAgenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmemoisemgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppArmadillorecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr

BG2

Rendered fromBG2.Rmdusingknitr::rmarkdownon Nov 05 2024.

Last update: 2023-01-08
Started: 2022-12-12