Multivariate Statistical Modelling Based on Generalized Linear Models

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ISBN-13:
9780387951874
Erscheinungsdatum:
01.05.2001
Seiten:
548
Autor:
Ludwig Fahrmeir
Gewicht:
980 g
Format:
241x160x35 mm
Serie:
Springer Series in Statistics Springer Texts in Statistics
Sprache:
Englisch
Beschreibung:

The book is aimed at applied statisticians, graduate students of statistics, and students and researchers with a strong interest in statistics and data analysis. This second edition is extensively revised, especially those sections relating with Bayesian concepts.
The book is aimed at applied statisticians, graduate students of statistics, and students and researchers with a strong interest in statistics and data analysis from areas like econometrics, biometrics, and and social sciences.
Introduction * Modelling and Analysis of Cross-sectional Data: A Review of Univariate Generalized Linear Models * Models for Multicategorical Responses: Multivariate Extensions of Generalized Linear Models * Selecting and Checking Models * Semi- and Nonparametric Approaches to Regression Analysis * Fixed Parameter Models for Time Series and Longitual Data * Random Effects Models * State Space and Hidden Markov Models * Survival Models

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