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Master's Dissertation
DOI
https://doi.org/10.11606/D.45.2004.tde-26022013-193235
Document
Author
Full name
Cléber da Costa Figueiredo
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Paulo, 2004
Supervisor
Committee
Sandoval, Monica Carneiro (President)
Bolfarine, Heleno
Silva, Pedro Luis do Nascimento
Title in Portuguese
Análise de regressão incorporando o esquema amostral
Keywords in Portuguese
Amostragem
Regressão
SUDAAN
Abstract in Portuguese
Neste trabalho estudamos modelos lineares de regressão para a análise de dados obtidos de pesquisas amostrais complexas. Foram considerados aspectos teóricos e aplicações a conjuntos de dados reais por meio do uso do aplicativo SUDAAN e da biblioteca ADAC da linguagem R. Nas aplicações foram abordados os modelos de regressão normal e logística. Foram realizados também estudos comparativos dos métodos estudados com os que assumem que as observações são selecionadas segundo amostragem aleatória simples.
Title in English
Regression analysis incorporating the sample design
Keywords in English
Regression
Sampling
SUDAAN
Abstract in English
We have studied linear regression models for data analysis when the data set comes from a complex sampling survey. We have considered theoretical aspects and some applications utilizing the SUDAAN software and the ADAC library for R language. The applications involved the normal and logistic regression models. The studied methods were compared with those obtained from simple random samples.
 
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Publishing Date
2013-02-27
 
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