THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Latin American Journal of Business Management |
Texto Completo: | https://www.lajbm.com.br/index.php/journal/article/view/255 |
Resumo: | This research aimed the behavior and to model historical data about the amount of milk produced and the number of dairy cows milked in the region of the Regional Development Council Rio da Várzea/Rio Grande do Sul. The annual historic data was collected from the Brazilian Institute of Geography and Statistics Site, considering the period from 1974 to 2010. To perform the analysis it was used the Box Jenkins methodology. At First, it was made the correlation of the two variables along the time where a significant relation was verified. In the milk production modeling, the selected model, considered the thriftiest, was a SARIMA(0,1,1)*(0,1,0), with the occurrence of the model ARIMA(1,1,0) in the modeling for the number of dairy cows milked. The forecasting for the next three years was next to be promoted. The results of this research can contribute in the planning of viable strategies for the milk sector and, as a tool in decision making. |
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Latin American Journal of Business Management |
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THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTIONA MODELAGEM COMO FERRAMENTA DE GESTÃO NA PRODUÇÃO LEITEIRAModelingStatisticsDairy cowsModelagemEstatísticaVacas leiteirasThis research aimed the behavior and to model historical data about the amount of milk produced and the number of dairy cows milked in the region of the Regional Development Council Rio da Várzea/Rio Grande do Sul. The annual historic data was collected from the Brazilian Institute of Geography and Statistics Site, considering the period from 1974 to 2010. To perform the analysis it was used the Box Jenkins methodology. At First, it was made the correlation of the two variables along the time where a significant relation was verified. In the milk production modeling, the selected model, considered the thriftiest, was a SARIMA(0,1,1)*(0,1,0), with the occurrence of the model ARIMA(1,1,0) in the modeling for the number of dairy cows milked. The forecasting for the next three years was next to be promoted. The results of this research can contribute in the planning of viable strategies for the milk sector and, as a tool in decision making.A presente pesquisa tem como objetivo analisar o comportamento e modelar dados históricos da quantidade de litros de leite produzido e número de vacas leiteiras ordenhadas na região do Conselho Regional de Desenvolvimento Rio da Várzea/Rio Grande do Sul. Os dados históricos anuais foram coletados no site do Instituto Brasileiro de Geografia e Estatística, no período de 1974 a 2010. Para a análise, utilizou-se a metodologia Box Jenkins. Primeiramente, foi realizada a correlação entre as duas variáveis no decorrer do tempo, em que se verificou uma relação significativa. Na modelagem da produção de leite, o modelo selecionado, considerado o mais parcimonioso, foi um SARIMA (0,1,1)*(0,1,0), ocorrendo o modelo ARIMA(1,1,0) para a modelagem do número de vacas leiteiras ordenhadas. A seguir, foram realizadas as previsões para os três anos seguintes. Os resultados desta pesquisa podem contribuir para o planejamento de estratégias viáveis para o setor leiteiro como instrumento para tomada de decisões.edUNITAU2015-07-26info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado por paresapplication/pdfhttps://www.lajbm.com.br/index.php/journal/article/view/255Latin American Journal of Business Management; Vol. 6 No. 2 (2015)Latin American Journal of Business Management; Vol. 6 Núm. 2 (2015)Latin American Journal of Business Management; v. 6 n. 2 (2015)2178-4833reponame:Latin American Journal of Business Managementinstname:Universidade de Taubaté (UNITAU)instacron:UNITAUporhttps://www.lajbm.com.br/index.php/journal/article/view/255/139Kirchner, Rosane MariaSilinske, JaquelineSaidelles, Ana Paula FleigStumm, Eniva Miladi FernandesScherer, Monica ElisaChaves, Magda Antunes deinfo:eu-repo/semantics/openAccess2015-07-26T19:21:10Zoai:ojs2.lajbm.com.br:article/255Revistahttps://www.lajbm.com.br/index.php/journal/indexPUBhttp://www.lajbm.net/index.php/journal/oaimarcela.moraes@unitau.com.br||editor@lajbm.net2178-48332178-4833opendoar:2015-07-26T19:21:10Latin American Journal of Business Management - Universidade de Taubaté (UNITAU)false |
dc.title.none.fl_str_mv |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION A MODELAGEM COMO FERRAMENTA DE GESTÃO NA PRODUÇÃO LEITEIRA |
title |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
spellingShingle |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION Kirchner, Rosane Maria Modeling Statistics Dairy cows Modelagem Estatística Vacas leiteiras |
title_short |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
title_full |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
title_fullStr |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
title_full_unstemmed |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
title_sort |
THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION |
author |
Kirchner, Rosane Maria |
author_facet |
Kirchner, Rosane Maria Silinske, Jaqueline Saidelles, Ana Paula Fleig Stumm, Eniva Miladi Fernandes Scherer, Monica Elisa Chaves, Magda Antunes de |
author_role |
author |
author2 |
Silinske, Jaqueline Saidelles, Ana Paula Fleig Stumm, Eniva Miladi Fernandes Scherer, Monica Elisa Chaves, Magda Antunes de |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Kirchner, Rosane Maria Silinske, Jaqueline Saidelles, Ana Paula Fleig Stumm, Eniva Miladi Fernandes Scherer, Monica Elisa Chaves, Magda Antunes de |
dc.subject.por.fl_str_mv |
Modeling Statistics Dairy cows Modelagem Estatística Vacas leiteiras |
topic |
Modeling Statistics Dairy cows Modelagem Estatística Vacas leiteiras |
description |
This research aimed the behavior and to model historical data about the amount of milk produced and the number of dairy cows milked in the region of the Regional Development Council Rio da Várzea/Rio Grande do Sul. The annual historic data was collected from the Brazilian Institute of Geography and Statistics Site, considering the period from 1974 to 2010. To perform the analysis it was used the Box Jenkins methodology. At First, it was made the correlation of the two variables along the time where a significant relation was verified. In the milk production modeling, the selected model, considered the thriftiest, was a SARIMA(0,1,1)*(0,1,0), with the occurrence of the model ARIMA(1,1,0) in the modeling for the number of dairy cows milked. The forecasting for the next three years was next to be promoted. The results of this research can contribute in the planning of viable strategies for the milk sector and, as a tool in decision making. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-07-26 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Avaliado por pares |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.lajbm.com.br/index.php/journal/article/view/255 |
url |
https://www.lajbm.com.br/index.php/journal/article/view/255 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://www.lajbm.com.br/index.php/journal/article/view/255/139 |
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 |
edUNITAU |
publisher.none.fl_str_mv |
edUNITAU |
dc.source.none.fl_str_mv |
Latin American Journal of Business Management; Vol. 6 No. 2 (2015) Latin American Journal of Business Management; Vol. 6 Núm. 2 (2015) Latin American Journal of Business Management; v. 6 n. 2 (2015) 2178-4833 reponame:Latin American Journal of Business Management instname:Universidade de Taubaté (UNITAU) instacron:UNITAU |
instname_str |
Universidade de Taubaté (UNITAU) |
instacron_str |
UNITAU |
institution |
UNITAU |
reponame_str |
Latin American Journal of Business Management |
collection |
Latin American Journal of Business Management |
repository.name.fl_str_mv |
Latin American Journal of Business Management - Universidade de Taubaté (UNITAU) |
repository.mail.fl_str_mv |
marcela.moraes@unitau.com.br||editor@lajbm.net |
_version_ |
1809281663717343232 |