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

• Κύριοι συγγραφείς: Vittinghoff, Eric (Συγγραφέας), Glidden, David V. (Συγγραφέας), Shiboski, Stephen C. (Συγγραφέας), McCulloch, Charles E. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2012.
• Έκδοση: 2nd ed. 2012.
• Σειρά: Statistics for Biology and Health,
• Θέματα: Statistics.; Public health.; Epidemiology.; Statistics for Life Sciences, Medicine, Health Sciences.; Public Health.

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...

Πίνακας περιεχομένων:

• 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.