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Master's Dissertation
DOI
https://doi.org/10.11606/D.45.2009.tde-02062009-185614
Document
Author
Full name
Camila Serinoli
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Paulo, 2009
Supervisor
Committee
Elian, Silvia Nagib (President)
Aubin, Elisete da Conceicao Quintaneiro
Nobre, Juvencio Santos
Title in Portuguese
Planejamentos experimentais em modelos de regressão linear
Keywords in Portuguese
Planejamentos Experimentais
Abstract in Portuguese
Neste trabalho apresentamos os principais objetivos dos planejamentos experimentais em modelos de regressão. Na primeira parte do trabalho descrevemos os planejamentos com alavancagem constante, que permitem que todos os pontos amostrais exerçam a mesma influência nas estimativas dos parâmetros do modelo de regressão. Abordamos ainda outros tipos de planejamentos experimentais que obedecem a certos critérios como, por exemplo: G-otimalidade, D-otimalidade e Planejamentos ortogonais. Finalizando o trabalho foi apresentada uma análise prática em que as principais medidas estudadas foram aplicadas a um conjunto de dados reais.
Title in English
Experimental design in linear regression models
Keywords in English
Experimental design
Abstract in English
This work presents the main objectives of the sampling plans in regression models. The first part of the study describes the planning with constant leverage, enabling all sampling points exercise the same influence on the estimatives of the parameters of the regression model. We still discussed other types of experimental plans that meet certain criteria, such as G-optimality, D-optimality and Planning orthogonal. Finally the work presented a practical analysis where the main measures were applied to a set of real data.
 
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CamilaSerinoli.pdf (332.48 Kbytes)
Publishing Date
2009-07-06
 
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