Modeling Binary Correlated Responses using SAS, SPSS and R

Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary dat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Wilson, Jeffrey R. (Autor), Lorenz, Kent A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:ICSA Book Series in Statistics, 9
Temas:
Statistics .
Biometry.
Statistical Theory and Methods.
Biostatistics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction to Binary logistic Regression
  • Growth of the Logistic Regression Model
  • Standard Binary Logistic Regression Model
  • Overdispersed Logistic Regression Model
  • Weighted Logistic Regression Model
  • Generalized Estimating Equations Logistic Regression
  • Generalized Method of Moments logistic regression Model
  • Exact Logistic Regression Model
  • Two-Level Nested Logistic Regression Model
  • Hierarchical Logistic Regression models
  • Fixed Effects Logistic Regression Model
  • Heteroscedastic Logistic Regression Model.

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