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

• Κύριοι συγγραφείς: Vittinghoff, Eric (Συγγραφέας), Shiboski, Stephen C. (Συγγραφέας), Glidden, David V. (Συγγραφέας), McCulloch, Charles E. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2005.
• Σειρά: Statistics for Biology and Health,
• Θέματα: Mathematics.; Public health.; Epidemiology.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Statistics for Life Sciences, Medicine, Health Sciences.; Public Health.

This new book 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 long...

Πίνακας περιεχομένων:

• Exploratory and Descriptive Methods
• Basic Statistical Methods
• Linear Regression
• Predictor Selection
• Logistic Regression
• Survival Analysis
• Repeated Measures and Longitudinal Data Analysis
• Generalized Linear Models
• Complex Surveys
• Summary.