Multivariate statistical modelling based on generalized linear models /

• Main Author: Fahrmeir, Ludwig, 1945-
• Other Authors: Tutz, Gerhard
• Format: Book
• Language: English
• Published: New York, N.Y. : Springer, 2001
• Edition: 2nd ed.
• Series: Springer series in statistics
• Subjects: ANALISIS MULTIVARIANTE; MODELO LINEAL; ANALISIS DE REGRESION; ANALISIS DE SERIES TEMPORALES; REGRESION LINEAL; ANALISIS MULTICRITERIO

Table of Contents:

• 1. Introduction
• 2. Modelling and analysis of cross-sectional data: a review of univariate generalizad linear models
• 3. Models for multicategorical responses: multivariate extensions of generalized linear models
• 4. Selecting and checking models
• 5. Semi- and nonparametric approaches to regression analysis
• 6. Fixed parameter models for time series and longitudinal data
• 7. Random efects models
• 8. State space and Hidden Markov Models
• 9. Survival models.