Statistical Modelling of Survival Data with Random Effects : H-Likelihood Approach

Language: English

Published by Springer, Springer, 2018

9811349010 / 9789811349010

Series: Book 60 of 69 - Statistics for Biology and Health

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book provides a groundbreaking introduction to the likelihood inference for correlated survival data via the hierarchical (or h-) likelihood in order to obtain the (marginal) likelihood and to address the computational difficulties in inferences and extensions. The approach presented in the book overcomes shortcomings in the traditional likelihood-based methods for clustered survival data such as intractable integration. The text includes technical materials such as derivations and proofs in each chapter, as well as recently developed software programs in R ('frailtyHL'), while the real-world data examples together with an R package, 'frailtyHL' in CRAN, provide readers with useful hands-on tools. Reviewing new developments since the introduction of the h-likelihood to survival analysis (methods for interval estimation of the individual frailty and for variable selection of the fixed effects in the general class of frailty models) and guiding future directions, the book is of interest to researchers in medical and genetics fields, graduate students, and PhD (bio) statisticians.

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Title
Statistical Modelling of Survival Data with Random Effects : H-Likelihood Approach
Author
Il Do Ha
Publisher
Springer, Springer
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
9811349010
ISBN 13
9789811349010
Item weight
458 grams
Dimensions
235x155x17 mm
Series
Book 60 of 69: Statistics for Biology and Health

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item30 to 40 business days7 to 14 business days
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