Format:
XV, 376 Seiten
,
Diagramme
,
24 cm
Edition:
Fourth edition
ISBN:
9781138741683
,
9781138741515
Series Statement:
Chapman & Hall/CRC texts in statistical science series
Content:
Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.
Note:
"A Chapman & Hall book.". - Includes bibliographical references and index
Additional Edition:
Erscheint auch als Online-Ausgabe ISBN 978-1-315-18278-0
Language:
English
Subjects:
Economics
,
Mathematics
Keywords:
Verallgemeinertes lineares Modell
;
Statistik
;
Modellierung
;
Lineares Modell
;
Modelltheorie
;
Einführung
;
Lehrbuch
Author information:
Barnett, Adrian G.
Author information:
Dobson, Annette J. 1945-
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