ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION

Detalhes bibliográficos
Autor(a) principal: Mendes, Patrícia Neves
Data de Publicação: 2009
Outros Autores: Muniz, Joel Augusto, Silva, Fabyano Fonseca e, Mazzini, Ana Rita de Assumpção, da Silva, Natascha Almeida Marques
Tipo de documento: Artigo
Idioma: por
Título da fonte: Ciência animal brasileira (Online)
Texto Completo: https://revistas.ufg.br/vet/article/view/2249
Resumo: This study had the objective to compare weight difasics Gompertz models applied in the study of Hereford females growth curves and to modeling  the errors structure inherent to each model. The non-linear difasic Gompertz growth models were adjusted with three different errors structures: independent errors (IE), first-class auto-regressive (AR (1)) and second-class auto-regressive (AR (2)) to weight-age data of 55 Hereford females, evaluated since birth till 675 days old.  The comparison between the models was carried out through on the biological interpretation basis of the parameters and in the adjustment of quality appraisers (adjusted determination coefficient, Durbin-Watson test, residual standard desviation, iterations number), beyond the Akaike information criteria (AIC) and the F test to model comparison. All studied functions, although showed good data adjustment, tend to sub estimate the adult animal weight.KEY WORDS: Auto-regressive errors, heterogenety of variances, non linear model.
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spelling ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTIONANÁLISE DA CURVA DE CRESCIMENTO DIFÁSICA DE FÊMEAS HEREFORD POR MEIO DA FUNÇÃO NÃO LINEAR DE GOMPERTZmodelo não-linearerros auto-regressivosheterogeneidade de variânciasThis study had the objective to compare weight difasics Gompertz models applied in the study of Hereford females growth curves and to modeling  the errors structure inherent to each model. The non-linear difasic Gompertz growth models were adjusted with three different errors structures: independent errors (IE), first-class auto-regressive (AR (1)) and second-class auto-regressive (AR (2)) to weight-age data of 55 Hereford females, evaluated since birth till 675 days old.  The comparison between the models was carried out through on the biological interpretation basis of the parameters and in the adjustment of quality appraisers (adjusted determination coefficient, Durbin-Watson test, residual standard desviation, iterations number), beyond the Akaike information criteria (AIC) and the F test to model comparison. All studied functions, although showed good data adjustment, tend to sub estimate the adult animal weight.KEY WORDS: Auto-regressive errors, heterogenety of variances, non linear model.O objetivo deste trabalho foi comparar modelos Gompertz difásicos ponderados aplicados ao estudo de curvas de crescimento de fêmeas Hereford e modelar à estrutura de erros, inerente a cada modelo. Sendo assim, ajustou-se o modelo de crescimento não linear Gompertz difásico com três diferentes estruturas de erros: erros independentes (EI), autorregressivos de primeira ordem (AR (1)) e autorregressivo de segunda ordem (AR (2)) a dados de peso-idade de 55 fêmeas da raça Hereford avaliados desde o nascimento até 675 dias de idade.  A comparação entre os modelos foi realizada com base na interpretação biológica dos parâmetros e nos avaliadores de qualidade de ajuste (coeficiente de determinação ajustado, teste de Durbin-Watson, desvio- padrão residual, número de iterações) além do critério de informação de Akaike (AIC) e do teste F para comparação de modelos. Todas as funções estudadas, embora tenham mostrado um bom ajuste aos dados, tendem a subestimar o peso adulto do animal.PALAVRAS-CHAVES: Erros autorregressivos, heterogeneidade de variâncias, modelo não linear.Universidade Federal de Goiás2009-07-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado por paresPesquisa científicaapplication/pdfhttps://revistas.ufg.br/vet/article/view/224910.5216/cab.v10i2.2249Brazilian Animal Science/ Ciência Animal Brasileira; Vol. 10 No. 2 (2009); 454-461Ciência Animal Brasileira / Brazilian Animal Science; v. 10 n. 2 (2009); 454-4611809-68911518-2797reponame:Ciência animal brasileira (Online)instname:Universidade Federal de Goiás (UFG)instacron:UFGporhttps://revistas.ufg.br/vet/article/view/2249/4834Mendes, Patrícia NevesMuniz, Joel AugustoSilva, Fabyano Fonseca eMazzini, Ana Rita de Assumpçãoda Silva, Natascha Almeida Marquesinfo:eu-repo/semantics/openAccess2009-07-03T14:37:09Zoai:ojs.revistas.ufg.br:article/2249Revistahttps://revistas.ufg.br/vetPUBhttps://revistas.ufg.br/vet/oai||revistacab@gmail.com1809-68911518-2797opendoar:2009-07-03T14:37:09Ciência animal brasileira (Online) - Universidade Federal de Goiás (UFG)false
dc.title.none.fl_str_mv ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
ANÁLISE DA CURVA DE CRESCIMENTO DIFÁSICA DE FÊMEAS HEREFORD POR MEIO DA FUNÇÃO NÃO LINEAR DE GOMPERTZ
title ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
spellingShingle ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
Mendes, Patrícia Neves
modelo não-linear
erros auto-regressivos
heterogeneidade de variâncias
title_short ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
title_full ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
title_fullStr ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
title_full_unstemmed ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
title_sort ANALYSIS OF THE DIFASICS GROWTH CURVE OF HEREFORD FEMALES BY THE GOMPERTZ NON-LINEAR FUNCTION
author Mendes, Patrícia Neves
author_facet Mendes, Patrícia Neves
Muniz, Joel Augusto
Silva, Fabyano Fonseca e
Mazzini, Ana Rita de Assumpção
da Silva, Natascha Almeida Marques
author_role author
author2 Muniz, Joel Augusto
Silva, Fabyano Fonseca e
Mazzini, Ana Rita de Assumpção
da Silva, Natascha Almeida Marques
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Mendes, Patrícia Neves
Muniz, Joel Augusto
Silva, Fabyano Fonseca e
Mazzini, Ana Rita de Assumpção
da Silva, Natascha Almeida Marques
dc.subject.por.fl_str_mv modelo não-linear
erros auto-regressivos
heterogeneidade de variâncias
topic modelo não-linear
erros auto-regressivos
heterogeneidade de variâncias
description This study had the objective to compare weight difasics Gompertz models applied in the study of Hereford females growth curves and to modeling  the errors structure inherent to each model. The non-linear difasic Gompertz growth models were adjusted with three different errors structures: independent errors (IE), first-class auto-regressive (AR (1)) and second-class auto-regressive (AR (2)) to weight-age data of 55 Hereford females, evaluated since birth till 675 days old.  The comparison between the models was carried out through on the biological interpretation basis of the parameters and in the adjustment of quality appraisers (adjusted determination coefficient, Durbin-Watson test, residual standard desviation, iterations number), beyond the Akaike information criteria (AIC) and the F test to model comparison. All studied functions, although showed good data adjustment, tend to sub estimate the adult animal weight.KEY WORDS: Auto-regressive errors, heterogenety of variances, non linear model.
publishDate 2009
dc.date.none.fl_str_mv 2009-07-02
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Avaliado por pares
Pesquisa científica
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistas.ufg.br/vet/article/view/2249
10.5216/cab.v10i2.2249
url https://revistas.ufg.br/vet/article/view/2249
identifier_str_mv 10.5216/cab.v10i2.2249
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://revistas.ufg.br/vet/article/view/2249/4834
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv Brazilian Animal Science/ Ciência Animal Brasileira; Vol. 10 No. 2 (2009); 454-461
Ciência Animal Brasileira / Brazilian Animal Science; v. 10 n. 2 (2009); 454-461
1809-6891
1518-2797
reponame:Ciência animal brasileira (Online)
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Ciência animal brasileira (Online)
collection Ciência animal brasileira (Online)
repository.name.fl_str_mv Ciência animal brasileira (Online) - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv ||revistacab@gmail.com
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