Code & Data – A GBLUP to produce ssGBLUP solutions for genotyped animals

SubjectGenomic BLUP (GBLUP) is a statistical model for the genetic evaluation of genotyped animals. Single-step genomic BLUP (ssGBLUP) is a statistical model for the simultaneous genetic evaluation of genotyped and nongenotyped animals. Usually, a small proportion of the population is genotyped. In this work, I experiment with absorbing ssGBLUP equations for nongenotyped animals into the ssGBLUP equations for genotyped animals to form a GBLUP. Then, I test the equivalence between the solutions from the (reduced-equivalent) GBLUP with those from the full ssGBLUP model.ContentsThis repository contains a Jupyter notebook (also available in R Markdown and HTML formats) written in R programming language, in which the data is presented and analyzed.

Publication Details

Journal
OPAL (Open@LaTrobe) (La Trobe University)
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.28502144.v1
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Code & Data – A GBLUP to produce ssGBLUP solutions for genotyped animals

OPAL (Open@LaTrobe) (La Trobe University)
Genetic and phenotypic traits in livestock
article

Code & Data – A GBLUP to produce ssGBLUP solutions for genotyped animals

article en

Abstract

SubjectGenomic BLUP (GBLUP) is a statistical model for the genetic evaluation of genotyped animals. Single-step genomic BLUP (ssGBLUP) is a statistical model for the simultaneous genetic evaluation of genotyped and nongenotyped animals. Usually, a small proportion of the population is genotyped. In this work, I experiment with absorbing ssGBLUP equations for nongenotyped animals into the ssGBLUP equations for genotyped animals to form a GBLUP. Then, I test the equivalence between the solutions from the (reduced-equivalent) GBLUP with those from the full ssGBLUP model.ContentsThis repository contains a Jupyter notebook (also available in R Markdown and HTML formats) written in R programming language, in which the data is presented and analyzed.

OPAL (Open@LaTrobe) (La Trobe University)
Openalex Percentile: Top 47%
Genetic and phenotypic traits in livestock
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.