Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep
Autor(a) principal: | |
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Data de Publicação: | 2013 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Revista Brasileira de Zootecnia (Online) |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982013000900007 |
Resumo: | In the present study, alternative and traditional nonlinear models to describe growth curves of Morada Nova sheep reared in the state of Bahia, Brazil, were applied. The nonlinear models were: Schnute, Mitscherlich, Gompertz, Logistic, Meloun I Meloun II, III Meloun, Gamito and Meloun IV. The model adjustment was evaluated by using: Adjusted Coefficient of Determination (R²aj), Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Mean Squared Error of Prediction (MEP) and Coefficient of Determination of Prediction (R²p). The selection of the best model was based on cluster analysis, using the evaluators as variables. Six out of the nine tested models converged, while Meloun I and Meloun IV were equally effective in explaining animal growth, without significant influence of sex or type of parturition over the curve parameters. The models Meloun I and IV have the best adjustment and reveal a remarkable reduction of weight gain after 150 days of age, which indicates special attention should be given to feeding at this stage. |
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Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheepcluster analysisgrowth curvenaturalized breedIn the present study, alternative and traditional nonlinear models to describe growth curves of Morada Nova sheep reared in the state of Bahia, Brazil, were applied. The nonlinear models were: Schnute, Mitscherlich, Gompertz, Logistic, Meloun I Meloun II, III Meloun, Gamito and Meloun IV. The model adjustment was evaluated by using: Adjusted Coefficient of Determination (R²aj), Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Mean Squared Error of Prediction (MEP) and Coefficient of Determination of Prediction (R²p). The selection of the best model was based on cluster analysis, using the evaluators as variables. Six out of the nine tested models converged, while Meloun I and Meloun IV were equally effective in explaining animal growth, without significant influence of sex or type of parturition over the curve parameters. The models Meloun I and IV have the best adjustment and reveal a remarkable reduction of weight gain after 150 days of age, which indicates special attention should be given to feeding at this stage.Sociedade Brasileira de Zootecnia2013-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982013000900007Revista Brasileira de Zootecnia v.42 n.9 2013reponame:Revista Brasileira de Zootecnia (Online)instname:Sociedade Brasileira de Zootecnia (SBZ)instacron:SBZ10.1590/S1516-35982013000900007info:eu-repo/semantics/openAccessSouza,Laaina de AndradeCarneiro,Paulo Luiz SouzaMalhado,Carlos Henrique MendesSilva,Fabyano Fonseca eSilveira,Fernanda Gomes daeng2013-08-06T00:00:00Zoai:scielo:S1516-35982013000900007Revistahttps://www.rbz.org.br/pt-br/https://old.scielo.br/oai/scielo-oai.php||bz@sbz.org.br|| secretariarbz@sbz.org.br1806-92901516-3598opendoar:2013-08-06T00:00Revista Brasileira de Zootecnia (Online) - Sociedade Brasileira de Zootecnia (SBZ)false |
dc.title.none.fl_str_mv |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
title |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
spellingShingle |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep Souza,Laaina de Andrade cluster analysis growth curve naturalized breed |
title_short |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
title_full |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
title_fullStr |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
title_full_unstemmed |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
title_sort |
Traditional and alternative nonlinear models for estimating the growth of Morada Nova sheep |
author |
Souza,Laaina de Andrade |
author_facet |
Souza,Laaina de Andrade Carneiro,Paulo Luiz Souza Malhado,Carlos Henrique Mendes Silva,Fabyano Fonseca e Silveira,Fernanda Gomes da |
author_role |
author |
author2 |
Carneiro,Paulo Luiz Souza Malhado,Carlos Henrique Mendes Silva,Fabyano Fonseca e Silveira,Fernanda Gomes da |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Souza,Laaina de Andrade Carneiro,Paulo Luiz Souza Malhado,Carlos Henrique Mendes Silva,Fabyano Fonseca e Silveira,Fernanda Gomes da |
dc.subject.por.fl_str_mv |
cluster analysis growth curve naturalized breed |
topic |
cluster analysis growth curve naturalized breed |
description |
In the present study, alternative and traditional nonlinear models to describe growth curves of Morada Nova sheep reared in the state of Bahia, Brazil, were applied. The nonlinear models were: Schnute, Mitscherlich, Gompertz, Logistic, Meloun I Meloun II, III Meloun, Gamito and Meloun IV. The model adjustment was evaluated by using: Adjusted Coefficient of Determination (R²aj), Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Mean Squared Error of Prediction (MEP) and Coefficient of Determination of Prediction (R²p). The selection of the best model was based on cluster analysis, using the evaluators as variables. Six out of the nine tested models converged, while Meloun I and Meloun IV were equally effective in explaining animal growth, without significant influence of sex or type of parturition over the curve parameters. The models Meloun I and IV have the best adjustment and reveal a remarkable reduction of weight gain after 150 days of age, which indicates special attention should be given to feeding at this stage. |
publishDate |
2013 |
dc.date.none.fl_str_mv |
2013-09-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982013000900007 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982013000900007 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/S1516-35982013000900007 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Sociedade Brasileira de Zootecnia |
publisher.none.fl_str_mv |
Sociedade Brasileira de Zootecnia |
dc.source.none.fl_str_mv |
Revista Brasileira de Zootecnia v.42 n.9 2013 reponame:Revista Brasileira de Zootecnia (Online) instname:Sociedade Brasileira de Zootecnia (SBZ) instacron:SBZ |
instname_str |
Sociedade Brasileira de Zootecnia (SBZ) |
instacron_str |
SBZ |
institution |
SBZ |
reponame_str |
Revista Brasileira de Zootecnia (Online) |
collection |
Revista Brasileira de Zootecnia (Online) |
repository.name.fl_str_mv |
Revista Brasileira de Zootecnia (Online) - Sociedade Brasileira de Zootecnia (SBZ) |
repository.mail.fl_str_mv |
||bz@sbz.org.br|| secretariarbz@sbz.org.br |
_version_ |
1750318150890553344 |