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Multivariate Statistical Modelling Based on Generalized Linear Models

By: Contributor(s): Language: English Series: Springer Series in Statistics | Bickel, P. (Ed.) | Diggle, P. (Ed.) | Fienberg, S. (Ed.) | et alPublication details: New York, Berlin, Heidelberg : Springer-Verlag 2001Edition: 2. EdDescription: xxvi, 517 pp., 51 FiguresISBN:
  • 0-387-95187-3
Subject(s): DDC classification:
  • 519 Probabilities and applied mathematics
Contents:
from the Table of Contents: Preface; 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 Longitudinal Data; Random Effects Models; State Space and Hidden Markov Models; Survival Models; Software for Fitting Generalized Linear Models and Extensions; Bibliography; Author Index; Subject Index;
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Loanable Institute for Advanced Studies (IHS) Book 18928-A Available IHS102759807

from the Table of Contents: Preface; 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 Longitudinal Data; Random Effects Models; State Space and Hidden Markov Models; Survival Models; Software for Fitting Generalized Linear Models and Extensions; Bibliography; Author Index; Subject Index;

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