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 to 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.
- ISBN10 1475734557
- ISBN13 9781475734553
- Publish Date 15 January 2014 (first published July 1994)
- Publish Status Withdrawn
- Out of Print 18 October 2014
- Publish Country US
- Imprint Springer
- Format Paperback (US Trade)
- Pages 548
- Language English