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Introduction to Statistical Modelling

£7.99

Product description

Introduction to Statistical Modelling by Annette Dobson. Published by Chapman and Hall 1983. Paperback in very good condition.

This book is about generalized linear models as described by NeIder and Wedderburn (1972). This approach provides a unified theoretical and computational framework for the most commonly used statistical methods: regression, analysis of variance and covariance, logistic regression, log-linear models for contingency tables and several more specialized techniques. More advanced expositions of the subject are given by McCullagh and NeIder (1983) and Andersen (1980). The emphasis is on the use of statistical models to investigate substantive questions rather than to produce mathematical descriptions of the data. Therefore parameter estimation and hypothesis testing are stressed. I have assumed that the reader is familiar with the most commonly used statistical concepts and methods and has some basic knowledge of calculus and matrix algebra.

Item details

Author(s):
Dobson A
Condition:
Used: very good
Dimensions:
23x15x0.5cm
Format:
Paperback
ISBN-10:
0412248603
ISBN-13:
9780412248603
Number of pages:
124
Publisher:
Chapman Hall
Title:
Introduction to Statistical Modelling

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About this item

Introduction to Statistical Modelling by Annette Dobson. Published by Chapman and Hall 1983. Paperback in very good condition.

This book is about generalized linear models as described by NeIder and Wedderburn (1972). This approach provides a unified theoretical and computational framework for the most commonly used statistical methods: regression, analysis of variance and covariance, logistic regression, log-linear models for contingency tables and several more specialized techniques. More advanced expositions of the subject are given by McCullagh and NeIder (1983) and Andersen (1980). The emphasis is on the use of statistical models to investigate substantive questions rather than to produce mathematical descriptions of the data. Therefore parameter estimation and hypothesis testing are stressed. I have assumed that the reader is familiar with the most commonly used statistical concepts and methods and has some basic knowledge of calculus and matrix algebra.

Author(s):
Dobson A
Condition:
Used: very good
Dimensions:
23x15x0.5cm
Format:
Paperback
ISBN-10:
0412248603
ISBN-13:
9780412248603
Number of pages:
124
Publisher:
Chapman Hall
Title:
Introduction to Statistical Modelling

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