Multivariate Statistical Modelling Based on Generalized Linear Models (Springer Series in Statistics 2nd ed. 2001)

Multivariate Statistical Modelling Based on Generalized Linear Models (Springer Series in Statistics 2nd ed. 2001)

By: Ludwig Fahrmeir (author), Gerhard Tutz (author)Hardback

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Description

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.

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

Product Details

  • ISBN13: 9780387951874
  • Format: Hardback
  • Number Of Pages: 518
  • ID: 9780387951874
  • weight: 2080
  • ISBN10: 0387951873
  • edition: 2nd ed. 2001

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