Single step methods with a view towards poultry breeding.

LEGARRA, A. - AGUILAR, I. - MISZTAL, I.

Resumen:

ABSTRACT.Single Step methods combine pedigree relationships and marker genotypes in a single conceptual and streamlined framework based on extending animal model BLUP to include marker genotypes. The extension can be done because genotypes at markers follow covariances described by the pedigree. This results in a relationship matrix that combines pedigree and markers, called H. Fitting H-1 in Henderson?s Mixed Model Equations gives the Single Step Genomic BLUP, which is a single estimator of breeding values that includes all available information. It is easily generalizable to multiple trait and many different models, including Bayesian regressions. Extensions to crosses are largely untested and may need theoretical developments. Single step is increasingly used in poultry breeding, for its ease of use, generality, and better accuracy than any competing method. Some results in poultry are discussed.


Detalles Bibliográficos
2014
Genomic
Evaluation
BLUP
Inglés
Instituto Nacional de Investigación Agropecuaria
AINFO
http://www.ainfo.inia.uy/consulta/busca?b=pc&id=61929&biblioteca=vazio&busca=61929&qFacets=61929
Acceso abierto
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author LEGARRA, A.
author2 AGUILAR, I.
MISZTAL, I.
author2_role author
author
author_facet LEGARRA, A.
AGUILAR, I.
MISZTAL, I.
author_role author
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bitstream.checksumAlgorithm.fl_str_mv MD5
bitstream.url.fl_str_mv https://redi.anii.org.uy/jspui/bitstream/20.500.12381/1738/1/sword-2022-10-20T22%3a49%3a11.original.xml
collection AINFO
dc.creator.none.fl_str_mv LEGARRA, A.
AGUILAR, I.
MISZTAL, I.
dc.date.accessioned.none.fl_str_mv 2022-10-21T01:49:11Z
dc.date.available.none.fl_str_mv 2022-10-21T01:49:11Z
dc.date.issued.none.fl_str_mv 2014
dc.date.updated.none.fl_str_mv 2022-10-21T01:49:11Z
dc.description.abstract.none.fl_txt_mv ABSTRACT.Single Step methods combine pedigree relationships and marker genotypes in a single conceptual and streamlined framework based on extending animal model BLUP to include marker genotypes. The extension can be done because genotypes at markers follow covariances described by the pedigree. This results in a relationship matrix that combines pedigree and markers, called H. Fitting H-1 in Henderson?s Mixed Model Equations gives the Single Step Genomic BLUP, which is a single estimator of breeding values that includes all available information. It is easily generalizable to multiple trait and many different models, including Bayesian regressions. Extensions to crosses are largely untested and may need theoretical developments. Single step is increasingly used in poultry breeding, for its ease of use, generality, and better accuracy than any competing method. Some results in poultry are discussed.
dc.identifier.none.fl_str_mv http://www.ainfo.inia.uy/consulta/busca?b=pc&id=61929&biblioteca=vazio&busca=61929&qFacets=61929
dc.language.iso.none.fl_str_mv en
eng
dc.rights.es.fl_str_mv Acceso abierto
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:AINFO
instname:Instituto Nacional de Investigación Agropecuaria
instacron:Instituto Nacional de Investigación Agropecuaria
dc.subject.none.fl_str_mv Genomic
Evaluation
BLUP
dc.title.none.fl_str_mv Single step methods with a view towards poultry breeding.
dc.type.none.fl_str_mv ConferenceObject
PublishedVersion
info:eu-repo/semantics/conferenceObject
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description ABSTRACT.Single Step methods combine pedigree relationships and marker genotypes in a single conceptual and streamlined framework based on extending animal model BLUP to include marker genotypes. The extension can be done because genotypes at markers follow covariances described by the pedigree. This results in a relationship matrix that combines pedigree and markers, called H. Fitting H-1 in Henderson?s Mixed Model Equations gives the Single Step Genomic BLUP, which is a single estimator of breeding values that includes all available information. It is easily generalizable to multiple trait and many different models, including Bayesian regressions. Extensions to crosses are largely untested and may need theoretical developments. Single step is increasingly used in poultry breeding, for its ease of use, generality, and better accuracy than any competing method. Some results in poultry are discussed.
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repository.name.fl_str_mv AINFO - Instituto Nacional de Investigación Agropecuaria
repository_id_str
rights_invalid_str_mv Acceso abierto
spelling 2022-10-21T01:49:11Z2022-10-21T01:49:11Z20142022-10-21T01:49:11Zhttp://www.ainfo.inia.uy/consulta/busca?b=pc&id=61929&biblioteca=vazio&busca=61929&qFacets=61929ABSTRACT.Single Step methods combine pedigree relationships and marker genotypes in a single conceptual and streamlined framework based on extending animal model BLUP to include marker genotypes. The extension can be done because genotypes at markers follow covariances described by the pedigree. This results in a relationship matrix that combines pedigree and markers, called H. Fitting H-1 in Henderson?s Mixed Model Equations gives the Single Step Genomic BLUP, which is a single estimator of breeding values that includes all available information. It is easily generalizable to multiple trait and many different models, including Bayesian regressions. Extensions to crosses are largely untested and may need theoretical developments. Single step is increasingly used in poultry breeding, for its ease of use, generality, and better accuracy than any competing method. Some results in poultry are discussed.https://hdl.handle.net/20.500.12381/1738enenginfo:eu-repo/semantics/openAccessAcceso abiertoGenomicEvaluationBLUPSingle step methods with a view towards poultry breeding.ConferenceObjectPublishedVersioninfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionreponame:AINFOinstname:Instituto Nacional de Investigación Agropecuariainstacron:Instituto Nacional de Investigación AgropecuariaLEGARRA, A.AGUILAR, I.MISZTAL, I.SWORDsword-2022-10-20T22:49:11.original.xmlOriginal SWORD entry documentapplication/octet-stream1821https://redi.anii.org.uy/jspui/bitstream/20.500.12381/1738/1/sword-2022-10-20T22%3a49%3a11.original.xml1c68b387b27e8685aee86e718e173df5MD5120.500.12381/17382022-10-20 22:49:11.872oai:redi.anii.org.uy:20.500.12381/1738Gobiernohttp://inia.uyhttps://redi.anii.org.uy/oai/requestlorrego@inia.org.uyUruguayopendoar:2022-10-21T01:49:11AINFO - Instituto Nacional de Investigación Agropecuariafalse
spellingShingle Single step methods with a view towards poultry breeding.
LEGARRA, A.
Genomic
Evaluation
BLUP
status_str publishedVersion
title Single step methods with a view towards poultry breeding.
title_full Single step methods with a view towards poultry breeding.
title_fullStr Single step methods with a view towards poultry breeding.
title_full_unstemmed Single step methods with a view towards poultry breeding.
title_short Single step methods with a view towards poultry breeding.
title_sort Single step methods with a view towards poultry breeding.
topic Genomic
Evaluation
BLUP
url http://www.ainfo.inia.uy/consulta/busca?b=pc&id=61929&biblioteca=vazio&busca=61929&qFacets=61929