The Frailty Model /
by Duchateau, Luc; Janssen, Paul.
Material type:
BookSeries: Statistics for biology and health: Publisher: New York : Springer Verlag, c2008Description: xvii, 316 p. : ill. ; 24 cm.ISBN: 9780387728346 (hard cover); 0387728341 (hard cover).Subject(s): Statistics | Statistics as Topic | Survival Analysis -- Congresses| Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode |
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Books
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Dhaka University Science Library General Stacks | Non Fiction | 519.5 DUF (Browse shelf) | 1 | Available | 491009 | |
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Books
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Dhaka University Science Library General Stacks | Non Fiction | 519.5 DUF (Browse shelf) | 2 | Available | 491010 |
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| 519.5 DOS Statistics for research / | 519.5 DUB Basic statistics : | 519.5 DUB Basic statistics : | 519.5 DUF The Frailty Model / | 519.5 DUF The Frailty Model / | 519.5 DUG Generalized linear models with examples in R / | 519.5 DUG Generalized linear models with examples in R / |
Includes bibliographical references and index.
1. Introduction -- 2. Parametric proportional hazards models with gamma frailty -- 3. Alternatives for the frailty model -- 4. Frailty distributions -- 5. The semiparametric frailty model -- 6. Multifrailty and multilevel models -- 7. Extensions of the frailty model.
"This book provides an in-depth discussion and explanation of the basics of frailty model methodology. The discussion includes parametric and semiparametric frailty models and accelerated failure time models. Common techniques to fit frailty models include the EM-algorithm, penalised likelihood techniques, Laplacian integration and Bayesian techniques. More advanced frailty models for hierarchical data are also included."--BOOK JACKET.
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