Bayesian Analysis of Failure Time Data Using P-Splines

Language: English

Published by Springer Fachmedien Wiesbaden Jan 2015, 2015

3658083921 / 9783658083922

Series: Book 5 of 91 - BestMasters

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Matthias Kaeding discusses Bayesian methods for analyzing discrete and continuous failure times where the effect of time and/or covariates is modeled via P-splines and additional basic function expansions, allowing the replacement of linear effects by more general functions. The MCMC methodology for these models is presented in a unified framework and applied on data sets. Among others, existing algorithms for the grouped Cox and the piecewise exponential model under interval censoring are combined with a data augmentation step for the applications. The author shows that the resulting Gibbs sampler works well for the grouped Cox and is merely adequate for the piecewise exponential model. 120 pp. Englisch.

Seller Inventory # 9783658083922

Title
Bayesian Analysis of Failure Time Data Using P-Splines
Author
Matthias Kaeding
Publisher
Springer Fachmedien Wiesbaden Jan 2015
Publication year
2015
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3658083921
ISBN 13
9783658083922
Item weight
167 grams
Dimensions
210x148x7 mm
Series
Book 5 of 91: BestMasters

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

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