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Multivariate Statistical Modelling Based on Generalized Linear Models

by Ludwig Fahrmeir

  • ISBN: 9780387951874
  • ISBN10: 0387951873

Multivariate Statistical Modelling Based on Generalized Linear Models

by Ludwig Fahrmeir

  • Binding: Hardcover
  • Edition: 2
  • Publisher: Springer Verlag
  • Publish date: 04/01/2001
  • ISBN: 9780387951874
  • ISBN10: 0387951873
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Description: 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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