THE MODELLING AS MANAGEMENT TOOL IN MILK PRODUCTION

Detalhes bibliográficos
Autor(a) principal: Kirchner, Rosane Maria
Data de Publicação: 2015
Outros Autores: Silinske, Jaqueline, Saidelles, Ana Paula Fleig, Stumm, Eniva Miladi Fernandes, Scherer, Monica Elisa, Chaves, Magda Antunes de
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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spelling 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
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