Package: heritability 1.5

Bart-Jan van Rossum

heritability: Marker-Based Estimation of Heritability Using Individual Plant or Plot Data

Implements marker-based estimation of heritability when observations on genetically identical replicates are available. These can be either observations on individual plants or plot-level data in a field trial. Heritability can then be estimated using a mixed model for the individual plant or plot data. For comparison, also mixed-model based estimation using genotypic means and estimation of repeatability with ANOVA are implemented. For illustration the package contains several datasets for the model species Arabidopsis thaliana.

Authors:Willem Kruijer [aut], Ian White [ctb], Padraic Flood [dtc], Rik Kooke [dtc], Bart-Jan van Rossum [cre, aut]

heritability_1.5.tar.gz
heritability_1.5.tar.gz(r-4.7-any)heritability_1.5.tar.gz(r-4.6-any)
heritability_1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
heritability/json (API)

# Install 'heritability' in R:
install.packages('heritability', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • BT_LW_H - Bolting time and leaf width for the Arabidopsis hapmap population.
  • K_atwell - Marker-based relatedness matrices for 3 populations of Arabidopsis thaliana.
  • K_hapmap - Marker-based relatedness matrices for 3 populations of Arabidopsis thaliana.
  • K_swedish - Marker-based relatedness matrices for 3 populations of Arabidopsis thaliana.
  • LA_H - _Arabidopsis_ leaf area data for the hapmap and Swedish regmap population.
  • LA_S - _Arabidopsis_ leaf area data for the hapmap and Swedish regmap population.
  • LD - Flowering time data taken from Atwell _et al._ (2010).
  • LDV - Flowering time data taken from Atwell _et al._ (2010).
  • means_LD - Flowering time from Atwell _et al._ (2010): accession means.
  • means_LDV - Flowering time from Atwell _et al._ (2010): accession means.
  • R_matrix_LD - Covariance matrix of the accession means for flowering time.
  • R_matrix_LDV - Covariance matrix of the accession means for flowering time.

On CRAN:

Conda:

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

1.93 score 2 stars 43 scripts 224 downloads 1 mentions 3 exports 1 dependencies

Last updated from:28b924ae57. Checks:4 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK108
source / vignettesOK183
linux-release-x86_64OK139
wasm-releaseOK97

Exports:marker_h2marker_h2_meansrepeatability

Dependencies:MASS