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Regression Methods in Biostatistics Linear, Logistic, Survival, and Repeated Measures Models /

This new edition provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics: linear models for continuous outcomes, logistic models for binary outcomes, the Cox model for right-censored survival times, repeated-measures models for l...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Vittinghoff, Eric (Autor), Glidden, David V. (Autor), Shiboski, Stephen C. (Autor), McCulloch, Charles E. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2012.
Edición:2nd ed. 2012.
Colección:Statistics for Biology and Health,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Exploratory and Descriptive Methods
  • Basic Statistical Methods
  • Linear Regression
  • Logistic Regression
  • Survival Analysis
  • Repeated Measures Analysis
  • Generalized Linear Models
  • Strengthening Casual Inference
  • Predictor Selection
  • Complex Surveys
  • Summary.