Package: ggmix
Type: Package
Title: Variable Selection in Linear Mixed Models for SNP Data
Version: 0.0.2
Authors@R: c(
  person("Sahir", "Bhatnagar", email = "sahir.bhatnagar@gmail.com",
  role = c("aut", "cre"), comment = "https://sahirbhatnagar.com/"),
  person("Karim", "Oualkacha", email = "oualkacha.karim@uqam.ca",
  role = c("aut"), comment = "http://karimoualkacha.uqam.ca/"),
  person("Yi", "Yang", email = "yi.yang6@mcgill.ca",
  role = c("aut"), comment = "http://www.math.mcgill.ca/yyang/"),
  person("Celia", "Greenwood", email = "celia.greenwood@mcgill.ca",
  role = c("aut"), comment = "http://www.mcgill.ca/statisticalgenetics/")
  )
Description: Fit penalized multivariable linear mixed models with a single 
    random effect to control for population structure in genetic association 
    studies. The goal is to simultaneously fit many genetic variants at the 
    same time, in order to select markers that are independently associated 
    with the response. Can also handle prior annotation information, 
    for example, rare variants, in the form of variable weights. For more 
    information, see the website below and the accompanying paper: 
    Bhatnagar et al., "Simultaneous SNP selection and adjustment for 
    population structure in high dimensional prediction models", 2020, 
    <DOI:10.1371/journal.pgen.1008766>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.4.0)
Imports: glmnet, methods, stats, MASS, Matrix
Suggests: RSpectra, popkin, bnpsd, testthat, covr, knitr, rmarkdown
BugReports: https://github.com/sahirbhatnagar/ggmix/issues
URL: https://github.com/sahirbhatnagar/ggmix
RoxygenNote: 7.1.1
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2021-04-10 04:23:08 UTC; sahir
Author: Sahir Bhatnagar [aut, cre] (https://sahirbhatnagar.com/),
  Karim Oualkacha [aut] (http://karimoualkacha.uqam.ca/),
  Yi Yang [aut] (http://www.math.mcgill.ca/yyang/),
  Celia Greenwood [aut] (http://www.mcgill.ca/statisticalgenetics/)
Maintainer: Sahir Bhatnagar <sahir.bhatnagar@gmail.com>
Repository: CRAN
Date/Publication: 2021-04-13 07:00:02 UTC
Built: R 4.3.3; ; 2025-04-07 01:44:48 UTC; windows
