Statistical Modelling in GLIM: 4 (Oxford Statistical Science Series) - Tapa blanda

Aitkin, Murray

 
9780198522034: Statistical Modelling in GLIM: 4 (Oxford Statistical Science Series)
Tapa blanda
ISBN 10: 0198522037 ISBN 13: 9780198522034
Editorial: Oxford University Press, 1989

Sinopsis

The analysis of data by statistical modelling is becoming increasingly important. This book presents both the theory of statistical modelling with generalized linear models and the application of the theory to practical problems using the widely available package GLIM. The authors have taken pains to integrate the theory with many practical examples which illustrate the value of interactive statistical modelling. Throughout the book theoretical issues of formulating and simplifying models are discussed, as are problems of validating the models by the detection of outliers and influential observations. The book arises from short courses given at the University of Lancaster's Centre for Applied Statistics, with an emphasis on practical programming in GLIM and numerous examples. A wide range of case studies is provided, using the normal, binomial, Poisson, multinomial, gamma, exponential and Weibull distributions. A feature of the book is a detailed discussion of survival analysis. Statisticians working in a wide range of fields, including biomedical and social sciences, will find this book an invaluable desktop companion to aid their statistical modelling. It will also provide a text for students meeting the ideas of statistical modelling for the first time.

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Reseña del editor

The analysis of data by statistical modelling is becoming increasingly important. This book presents both the theory of statistical modelling with generalized linear models and the application of the theory to practical problems using the widely available package GLIM. The authors have taken pains to integrate the theory with many practical examples which illustrate the value of interactive statistical modelling. Throughout the book theoretical issues of formulating and simplifying models are discussed, as are problems of validating the models by the detection of outliers and influential observations. The book arises from short courses given at the University of Lancaster's Centre for Applied Statistics, with an emphasis on practical programming in GLIM and numerous examples. A wide range of case studies is provided, using the normal, binomial, Poisson, multinomial, gamma, exponential and Weibull distributions. A feature of the book is a detailed discussion of survival analysis. Statisticians working in a wide range of fields, including biomedical and social sciences, will find this book an invaluable desktop companion to aid their statistical modelling. It will also provide a text for students meeting the ideas of statistical modelling for the first time.

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Editorial
Oxford University Press
Año de publicación
1989
Idioma
Inglés
ISBN 10 
0198522037
ISBN 13 
9780198522034
Encuadernación
Tapa blanda
Número de páginas
392
Contacto del fabricante
no disponible
Persona responsable
Ufficio Anagrafiche Messaggerie
ufficio.anagrafiche@meli.it

Via Verdi, 8
Assago Milano
20090
Italia

Otras ediciones populares con el mismo título

9780198522041: Statistical Modelling in GLIM (Oxford Statistical Science Series)

Edición Destacada

ISBN 10:  0198522045 ISBN 13:  9780198522041
Editorial: Clarendon Press, 1989
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