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Revista de Ciências Agrárias
Article . 2011 . Peer-reviewed
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Revista de Ciências Agrárias
Article
License: CC BY
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Análises de dados de medidas repetidas por meio do modelo linear geral e do modelo misto

Authors: Freitas, Alfredo Ribeiro; Ferreira, Reinaldo de Paula; Moreira, Adônis;

Análises de dados de medidas repetidas por meio do modelo linear geral e do modelo misto

Abstract

O delineamento em blocos casualizados com parcelas divididas (split-plot) e um dos mais utilizados na agricultura. Sao muito comuns situacoes em que medidas repetidas avaliadas na parcela ao longo do tempo sejam analisadas como split-plot e, dependendo da estrutura de covariância que modela os erros dentro da parcela, tanto o modelo linear geral (GLM) quanto o modelo misto (MIXED) do SAS podem ser utilizados para analise. O objetivo foi avaliar as diferencas entre os procedimentos GLM e MIXED em blocos casualizados, nos quais as subparcelas sao analisadas como medidas repetidas. Utilizou-se a analise de dados de producao de materia seca (PMS) de um experimento em blocos casualizados de alfafa com 20 cortes, realizados quando aproximadamente 10% das plantas estavam em florescimento. O GLM nao permite a modelagem da estrutura de covariância dos dados, porem e apropriado para ajustar modelos lineares gerais pelo metodo dos quadrados, produzindo resultados corretos em analises de medidas repetidas quando a condicao de circularidade e esfericidade e atendida, isto e, a matriz de covariâncias e simetria composta (CS); o procedimento MIXED apresenta matriz mais apropriada do que a CS, por disponibilizar cerca de 40 tipos de estruturas de covariâncias, quando os dados tem distribuicao normal.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
Green
gold