Multivariate Statistical Modelling Based on Generalized Linear Models (Undergraduate Texts in Mathematics)
By L. Fahrmeir.
Description
This book is concerned with the use of generalized linear models for univariate and multivariate regression analysis. Its emphasis is to 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. Topics covered include: models for multi-categorical responses, model checking, time series and longitudinal data, random effects model...
ISBN(s)
0387942335, 9780387942339
