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Computer-Generated Animal Model Stimuli
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Necessary changes to improve animal models.

L R Schaeffer1

  • 1Department of Animal Biosciences, University of Guelph, Guelph, ON, Canada.

Journal of Animal Breeding and Genetics = Zeitschrift Fur Tierzuchtung Und Zuchtungsbiologie
|March 26, 2018
PubMed
Summary
This summary is machine-generated.

The animal model, used in genetic evaluations, inherited problems from sire models. This review discusses these issues and suggests improvements for future animal breeding applications.

Keywords:
animal modelassumptionscontemporary groupslimitationsphantom parent groups

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Area of Science:

  • Animal breeding and genetics
  • Quantitative genetics
  • Livestock evaluation

Background:

  • The animal model is a statistical tool widely used in genetic evaluations for livestock.
  • It evolved from earlier sire models but retained some of their inherent limitations.
  • Understanding these limitations is crucial for accurate genetic predictions.

Purpose of the Study:

  • To review the inherited issues of the animal model stemming from sire models.
  • To highlight the assumptions and limitations that require careful consideration.
  • To propose enhancements for future applications of the animal model.

Main Methods:

  • Literature review of animal model methodologies.
  • Analysis of common issues in genetic evaluation models.
  • Discussion of contemporary group definition, time trend accounting, and handling unknown parents.

Main Results:

  • Identified key inherited issues: definition/treatment of contemporary groups, accounting for time trends, and managing unknown parentage.
  • Highlighted the importance of understanding the assumptions and limitations of the animal model.
  • Provided a basis for recommending specific enhancements.

Conclusions:

  • The animal model requires careful application due to inherited limitations.
  • Addressing issues like contemporary grouping and time trends is essential for robust genetic evaluations.
  • Future enhancements are recommended to improve the accuracy and applicability of the animal model.