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DESCRIPTION
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DESCRIPTION
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Package: mpQTL
Type: Package
Title: Multi-Parental QTL Analysis
Version: 0.6.2
Authors@R: c(
person("Giorgio", "Tumino", email = "giorgio.tumino@wur.nl",
role = c("aut", "cre"), comment = c(ORCID = "0000-0002-6505-7652")),
person("Alejandro", "Therese Navarro", email = "alejandro.theresenavarro@wur.nl",
role = c("aut")))
Description: A suite of functions to perform QTL analysis using
a single marker regression methodology in a mixed model framework. Such a mixed model
approach enables to account for different levels of population structure, combining
main fixed effect coordinates of variation with random effects based on a relatedness
matrix (K). Although 'mpQTL' has been initially designed for multi-parental populations,
in fact it can be used to run association analyses in any structured population
(it accepts pedigreed families, multi-parental populations, GWAS panels, etc.). Also,
'mpQTL' enables to apply these models for any level of ploidy, using both SNPs (discrete
or continuous) and multi-allelic genotypes (e.g. haplotypes).
Besides the statistical functions, it incorporates a set of visualization
functions to help interpreting the results of a QTL study.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.2
Imports:
colorspace (>= 1.4), parallel, grDevices, graphics,
stats, utils
Suggests: knitr, rmarkdown
Maintainer: Giorgio Tumino <giorgio.tumino@wur.nl>