Annabel Webb, Jun Ma, Malcolm Hudson

Likelihood Methods in Survival Analysis

With R Examples

• Gebundenes Buch

Produktbeschreibung

Provides an overview of the methodology and applications of likelihood methods in survival analysis. It covers all the important topics, including competing risks and joint models. It includes lots of examples to illustrate the methods, and R code for their implementation. A supplementary R package includes all code and data.

Produktdetails

• Verlag: Taylor & Francis Inc
• Seitenzahl: 404
• Erscheinungstermin: 1. Oktober 2024
• Englisch
• Abmessung: 234mm x 156mm
• ISBN-13: 9780815362845
• ISBN-10: 0815362846
• Artikelnr.: 70440271

Autorenporträt

Jun Ma, School of Mathematical and Physical Sciences, Macquarie University, North Ryde, Australia Annabel Webb, School of Mathematical and Physical Sciences, Macquarie University, North Ryde, Australia Malcolm Hudson, School of Mathematical and Physical Sciences, Macquarie University & NHMRC Clinical Trial Centre, University of Sydney, Sydney, Australia

Inhaltsangabe

1. Introduction. 2. Semi-parametric Cox Model with Interval Censoring. 3.
Extension to Include Truncation. 4. Extension to Include A Cured Fraction.
5. Stratified Cox models under interval censoring. 6. Cox Models with
Time-Varying Covariates under Right Censoring. 7. Copula Cox Models for
Dependent Right Censoring. 8. Additive hazards model. 9. Parametric
Survival Models for Competing Risks Data.