Statistical Modelling in GLIM4 (Oxford Statistical Science Series)

Aitkin, Murray; Francis, Brian; Hinde, John

ISBN 10: 0198524137 / ISBN 13: 9780198524137

Editore: Oxford University Press, 2005

In. Codice articolo ria9780198524137_new

Riassunto:

This new edition of the successful multi-disciplinary text Statistical Modelling in GLIM takes into account new developments in both statistical software and statistical modelling. Including three new chapters on mixture and random effects models, it provides a comprehensive treatment of the theory of statistical modelling with generalised linear models with an emphasis on applications to practical problems and an expanded discussion of statistical theory. A wide range of case studies is also provided, using the normal, binomial, Poisson, multinomial, gamma, exponential and Weibull distributions.

This book is ideal for graduates and research students in applied statistics and a wide range of quantitative disciplines, including biology, medicine and the social sciences. Professional statisticians at all levels will also find it an invaluable desktop companion.

Recensione: The book will be appreciated by graduates, Ph-D students and professional statisticians as a tool that provides a comprehensive treatment of the statistical theory with an emphasis on application. Wide range of case studies and a gentle self-contained presentation of GLIM4 complete the monograph as an extremely useful publication. (EMS Newsletter)

...there is much practical advice, many well-worked examples, and ample GLIM4 code and output. (Thomas M. Loughin, BIOMETRICS)

Dati bibliografici

Titolo: Statistical Modelling in GLIM4 (Oxford ...
Casa editrice: Oxford University Press
Data di pubblicazione: 2005
Legatura: Rilegato
Condizione: New
Edizione: seconda edizione