Survival Analysis : Proportional and Non-Proportional Hazards Regression /

Survival Analysis : Proportional and Non-Proportional Hazards Regression /

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This book provides an extensive coverage of the methodology of survival analysis, ranging from introductory level material to deeper more advanced topics. The framework is that of proportional and non-proportional hazards models; a structure that is broad enough to enable the recovery of a large num...

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Bibliographic Details
Main Author: O'Quigley, John (Author)
Corporate Author: SpringerLink (Online service)
Format: Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2021
Edition:1st ed. 2021
Subjects:
Artificial intelligence-Data processing
Mathematical models
Probabilities
Statistics 
Mathematical Modeling and Industrial Mathematics
Applied Statistics
Bayesian Inference
Data Science
Probability Theory
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Table of Contents:
  • Introduction
  • Survival analysis
  • Survival without covariates
  • Proportional hazards models
  • Proportional hazards models in epidemiology
  • Non-proportional hazards models
  • Estimating equations
  • Survival given covariate information
  • Regression effect process
  • Model construction guided by regression effect process
  • Hypothesis tests

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