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Modelos de regressão e aplicações no ambiente R
Descrição
Curso ministrado pelo Professor Dr. Walmes Marques Zeviani aos Servidores e Alunos vinculados à Fundação Oswaldo Cruz de Manaus (Fiocruz). O Curso tem o objetivo de apresentar o programa R e sua aplicação na análise de dados sob o enfoque de modelos de regressão. O Curso será ministrado na Unidade da Fiocruz da região norte, em Manaus no período de 13 à 17 de abril de 2015.
Histórico
- 13/04, 7h30-11h30, 13h30-17h30:
- Detalhes da oferta do Curso;
- Introdução aos modelos de regressão, motivação, histórico;
- Modelos de regressão linear simples e múltipla;
- Especificação, interpretação e estimação;
- 14/04, 17h30-21h30:
- Medidas de ajuste;
- Medidas de diagnóstico;
- 15/04, 7h30-11h30, 13h30-17h30:
- Inferência em modelos de regressão;
- Inferência para funções lineares;
- Bandas de confiança e bandas de predição;
- Inferência para funções não lineares;
- Modelos com variáveis qualitativas (dummy);
- 16/04, 16h00-20h00:
- 17/04, 7h30-11h30, 13h30-17h30:
##-----------------------------------------------------------------------------
## Pacotes que serão usados no curso.
pkg <- c("latticeExtra", "gridExtra",
"doBy", "multcomp", "devtools",
"plyr", "reshape", "reshape2",
"alr3", "nlrwr", "faraway",
"car", "aod", "lmtest",
"boot", "ellipse", "asbio",
"nlstools", "nls2",
"segmented", "minpack.lm",
"splines", "locfit",
"rootSolve", "numDeriv",
"fmsb", "ridge", "genridge",
"gam", "mgcv", "nlme", "rsm",
"fBasics", "EnvStats", "ExpDes")
install.packages(pkg, dependencies=TRUE,
repos="http://cran-r.c3sl.ufpr.br")
## Interfaces gráficas.
install.packages("rpanel", dependencies=TRUE,
repos="http://cran-r.c3sl.ufpr.br")
## Pacote não oficial, disponível no GitHub.
require(devtools)
install_github("wzRfun", "walmes")
Os arquivos considerados nesse curso estão sujeitos à atualizações durante e após o período
do curso.
Links
- R-BR - lista brasileira de discussão dos usuários do R;
Discussão
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