1996•BiometricsRequires access

Survival Analysis: A Self-Learning Text.

David G. Kleinbaum

Abstract

Introduction to Survival Analysis.- Kaplan-Meier Survival Curves and the Log-Rank Test.- The Cox Proportional Hazards Model and Its Characteristics.- Evaluating the Proportional Hazards Assumption.- The Stratified Cox Procedure.- Extension of the Cox Proportional Hazards Model for Time-Dependent Variables.- Parametric Survival Models.- Recurrent Events Survival Analysis.- Competing Risks Survival Analysis.

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Key concepts: Proportional hazards model, Survival analysis, Statistics, Log-rank test, Accelerated failure time model, Rank (graph theory), Mathematics, Econometrics