ArticleHereditas2020
ggroups: an R package for pedigree and genetic groups data.
Article in Hereditas, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Ballou's Ancestral Inbreeding Coefficient: Formulation and New Estimate with Higher Reliability.Animals : an open access journal from MDPI · 2024Article
- Transgenerational epigenetic heritability for growth, body composition, and reproductive traits in Landrace pigs.Frontiers in genetics · 2024Article
- Genetic impact of external Targhee sires at the U.S. Sheep Experiment Station: a case study of introgression.Translational animal science · 2024Article
- Benchmarking performance in Targhee sheep in development of a genetic reference flock.Translational animal science · 2024Article
- Increased Yearling Weight Gain Is Associated with a Distinct Faecal Microbial Profile.Animals : an open access journal from MDPI · 2023Article
- Extra-pair paternity, breeding density, and synchrony in natural cavities versus nestboxes in two passerine birds.Ecology and evolution · 2023Article
- Alternative Ways of Computing the Numerator Relationship Matrix.Frontiers in genetics · 2021Article
- Patterns and drivers of female extra-pair mating in wild Kalahari meerkats.Behavioral ecology : official journal of the International Society for Behavioral EcologyArticle
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundR is a multi-platform statistical software and an object oriented programming language. The package archive network for R provides CRAN repository that features over 15,000 free open source packages, at the time of writing this article (https://cran.r-project.org/web/packages, accessed in October 2019). The package ggroups is introduced in this article. The purpose of this package is providing functions for checking and processing the pedigree, calculation of the additive genetic relationship matrix and its inverse, which are used to study the population structure and predicting the genetic merit of animals. Calculation of the dominance relationship matrix and its inverse are also covered. A concept in animal breeding is genetic groups, which is about the inequality of the average genetic merits for groups of unknown parents. The package provides functions for the calculation of the matrix of genetic group contributions (Q). Calculating Q is computationally demanding, and depending on the size of the pedigree and the number of genetic groups, it might not be feasible using personal computers. Therefore, a computationally optimised function and its parallel processing alternative are provided in the package.
resultsUsing sample data, outputs from different functions of the package were presented to illustrate a real experience of working with the package.
conclusionsThe presented R package is a free and open source tool mainly for quantitative geneticists and ecologists, who deal with pedigree data. It provides numerous functions for handling pedigree data, and calculating various pedigree-based matrices. Some of the functions are computationally optimised for large-scale data.
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