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Master's Dissertation
DOI
https://doi.org/10.11606/D.45.2004.tde-22082007-181254
Document
Author
Full name
Juvencio Santos Nobre
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Paulo, 2004
Supervisor
Committee
Singer, Julio da Motta (President)
Andrade, Dalton Francisco de
Souza, Geraldo da Silva e
Title in Portuguese
Métodos de diagnóstico para modelos lineares mistos
Keywords in Portuguese
Alavancagem e influência local.
Modelos lineares mistos
resíduos
Abstract in Portuguese
Muitos fenômenos podem ser representados por meio de modelos estatísticos de forma satisfatória. Para validar tais modelos é necessário verificar se as suposições envolvidas estão satisfeitas e se o modelo é sensível a pequenas perturbações; este é o objetivo da análise de diagnóstico. Neste trabalho apresentamos, discutimos e propomos técnicas de diagnóstico em modelos lineares mistos e as ilustramos com um exemplo prático.
Title in English
Diagnotics methods for linear mixed models.
Keywords in English
Linear mixed models
residual and local influence.
Abstract in English
Many phenomena can be represented through statistical models in a satisfactory way. To validate such models it is necessary to verify whether the assumptions are satisfied and whether the model is sensitive to small deviations; this constitutes the objective of diagnostic analysis. In this work we present, discuss and propose diagnostic techniques for mixed linear models and illustrate them with a practical example.
 
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juvenciodisser.pdf (902.77 Kbytes)
Publishing Date
2007-10-09
 
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