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Sinopsis
Book by Dobson Annette J
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Reseña del editor
This updated edition provides a unifying framework for many commonly used multivariate statistical methods including multiple regression and analysis of variance or covariance for continuous response data as well as logistic regression for binary responses and log-linear models for counted responses. The theory for these models is developed using the exponential, family of distributions, maximum likelihood estimation and likelihood ration tests. This is followed by information on each of the main types of generalized linear models. The statistical computing program GLIM which was developed to fit these models to data is used extensively and other programs, especially MINITAB, are used to illustrate particular issues. The reader is assumed to have a working knowledge of basic statistical concepts and methods (at the level of most introductory statistics courses) and some acquaintance with calculus and matrix algebra. The main changes from the first edition are that many sections have been extensively rewritten to provide more detailed explanations, GLIM and other programs are explicitly used, and many more numerical examples and exercises have been added. Outline of solutions for selected exercises are given. The methods described in this book are widely applicable for analysing data from the fields of medicine, agriculture, biology, engineering, industrial experimentation, and the social sciences.
Biografía del autor
Dobson, Department of Statistics and Centre for Clinical Epidemiology and Biostatistics, University of Newcastle, Australia.
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- EditorialChapman and Hall
- Año de publicación1990
- ISBN 10 0412311003
- ISBN 13 9780412311000
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas184
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An Introduction to Generalized Linear Models
Publicado por
Springer London, Limited, 1990
ISBN 10: 0412311003
ISBN 13: 9780412311000
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Tapa blanda
Librería: Better World Books: West, Reno, NV, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Condición: Very Good. Reprint. Used book that is in excellent condition. May show signs of wear or have minor defects. Nº de ref. del artículo: 48569200-75
Cantidad disponible: 1 disponibles