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Books in English > Medicine & Nursing > Medicine: general issues > Public health & preventive medicine > Epidemiology & medical statistics > Multivariate Statistical Modelling Based on Generalized Linear Models

Multivariate Statistical Modelling Based on Generalized Linear Models

Name: Multivariate Statistical Modelling Based on Generalized Linear Models
Brand: Springer-Verlag New York Inc.
SKU: 01384292
Price: 267.89 EUR
Availability: InStock
Author: Ludwig Fahrmeir
ISBN: 9780387951874

Ludwig Fahrmeir

Gerhard Tutz

Wolfgang Hennevogl

Language

English

Book Hardback

Libristo code: 01384292

Publishers Springer-Verlag New York Inc., April 2001

This book is concerned with the use of generalized linear models for univariate and multivariate reg... Full description

Libristo code: 01384292

656 b

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This book is concerned with the use of generalized linear models for univariate and multivariate regression analysis. It deals with regression analysis in a wide sense to include not only cross-sectional analysis but also time series and longitudinal data. The authors provide a detailed introductory survey of the subject based on the analysis of real data drawn from a variety of subjects including the biological sciences, economics, and the social sciences. Where possible, technical details and proofs are deferred to an appendix in order to provide an accessible account for non-experts. After a review of generalized linear models, topics covered include: models for multi-categorical responses, this is ideally suited for applied statisticians, graduate students of statistics, and students and researchers with a strong interest in statistics and data analysis from areas of econometrics, biometrics, and social sciences.