Survival Analysis : Proportional and Non-Proportional Hazards Regression /

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:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Subjects:	Mathematical models. Probabilities. Statistics . Data structures (Computer science). Mathematical Modeling and Industrial Mathematics. Probability Theory and Stochastic Processes. Applied Statistics. Data Structures. Bayesian Inference. Electronic books.
Online Access:	Connect to the full text of this electronic book

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.