Multivariate Statistical Modelling Based on Generalized Linear Models / Edition 2

Multivariate Statistical Modelling Based on Generalized Linear Models / Edition 2

by Ludwig Fahrmeir, Gerhard Tutz
ISBN-10:
1441929002
ISBN-13:
9781441929006
Pub. Date:
12/01/2010
Publisher:
Springer New York
ISBN-10:
1441929002
ISBN-13:
9781441929006
Pub. Date:
12/01/2010
Publisher:
Springer New York
Multivariate Statistical Modelling Based on Generalized Linear Models / Edition 2

Multivariate Statistical Modelling Based on Generalized Linear Models / Edition 2

by Ludwig Fahrmeir, Gerhard Tutz
$239.0
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Overview

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.

Product Details

ISBN-13: 9781441929006
Publisher: Springer New York
Publication date: 12/01/2010
Series: Springer Series in Statistics
Edition description: Softcover reprint of hardcover 2nd ed. 2001
Pages: 518
Product dimensions: 1.11(w) x 9.21(h) x 6.14(d)

Table of Contents

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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