Martin J. Crowder

Multivariate Survival Analysis and Competing Risks (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks and counting processes and provides many real-world examples, exercises, and R code. The text discusses survival data, survival distributions, frailty models, parametric methods, multivariate

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 418
• Erscheinungstermin: 17. April 2012
• Englisch
• ISBN-13: 9781040060261
• Artikelnr.: 72288958

Autorenporträt

Martin J. Crowder

Inhaltsangabe

Univariate Survival Analysis: Survival Data. Survival Distributions.
Frailty Models. Parametric Methods. Discrete Time: Non- And Semi-Parametric
Methods. Continuous-Time: Non- And Semi-Parametric Methods. Multivariate
Survival Analysis: Multivariate Data and Distributions. Frailty and
Copulas. Repeated Measure. Wear and Degradation. Competing Risks:
Continuous Failure Times And Their Causes. Parametric Likelihood Inference.
Latent Failure Times: Probability Distributions. Discrete Failure Times in
Competing Risks. Hazard-Based Methods for Continuous Failure Times. Latent
Failure Times: Identifiability Crises. Counting Processes in Survival
Analysis: Some Basic Concepts. Survival Analysis. Non- And Semi-Parametric
Methods.