Ha / Jeong / Lee Statistical Modelling of Survival Data with Random Effects
1. Auflage 2017
ISBN: 978-981-10-6557-6
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark
H-Likelihood Approach
E-Book, Englisch, 288 Seiten
Reihe: Statistics for Biology and Health
ISBN: 978-981-10-6557-6
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark
Provides a groundbreaking introduction to the likelihood inference for correlated survival data via the hierarchical (or h-) likelihood
Includes R package, “frailtyHL” in CRAN, to fit various frailty models
Reviews state-of-the-art statistical methods in likelihood theory and application
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Introduction.- Classical Survival Analysis.- H-likelihood Approach to Random-E?ects Models.- Simple Frailty Models.- Multi-Component Frailty Models.- Competing Risks Frailty Models.- Variable Selection for Frailty Models.- Mixed-E?ects Survival Models.- Joint Model for Repeated Measures and Survival Data.- Further Topics.- A Formula for ?tting ?xed and random e?ects.- References.- Index.