Multivariate Statistical Modelling Based on Generalized Linear Models

Descripción

This item is printed on demand - it takes 3-4 days longer - Neuware -Since our first edition of this book, many developments in statistical mod elling based on generalized linear models have been published, and our primary aim is to bring the book up to date. Naturally, the choice of these recent developments reflects our own teaching and research interests. The new organization parallels that of the first edition. We try to motiv ate and illustrate concepts with examples using real data, and most data sets are available on http:/ f stat. uni-muenchen. de/welcome_e. html, with a link to data archive. We could not treat all recent developments in the main text, and in such cases we point to references at the end of each chapter. Many changes will be found in several sections, especially with those connected to Bayesian concepts. For example, the treatment of marginal models in Chapter 3 is now current and state-of-the-art. The coverage of nonparametric and semiparametric generalized regression in Chapter 5 is completely rewritten with a shift of emphasis to linear bases, as well as new sections on local smoothing approaches and Bayesian inference. Chapter 6 now incorporates developments in parametric modelling of both time series and longitudinal data. Additionally, random effect models in Chapter 7 now cover nonparametric maximum likelihood and a new section on fully Bayesian approaches. The modifications and extensions in Chapter 8 reflect the rapid development in state space and hidden Markov models. 548 pp. Englisch.

N° de ref. del artículo 9780387951874

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Detalles bibliográficos

Título

Multivariate Statistical Modelling Based on Generalized Linear Models

Editor

Springer New York Apr 2001

Fecha de publicación

2001

Idioma

Inglés

ISBN 10

0387951873

ISBN 13

9780387951874

Encuadernación

Buch

Edición

2ª Edición

Estado

Neu

Dimensiones

241 mm an. × 160 al. × 35 l. 241 milímetros de ancho por 160 de alto por 35 de largo

Peso

980 gramos

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