Introduction to Statistical Modelling Dobson, Annette J.

Annette Dobson

ISBN 10: 0412248603 / ISBN 13: 9780412248603

Published by Springer, 1983

About this Item

Some outer edges have minor scuffs. Cover has light scratches. Book content is in very good condition.

Seller Inventory # 096356-6

Bibliographic Details

• Title: Introduction to Statistical Modelling Dobson, Annette J.
• Publisher: Springer
• Publication Date: 1983
• Language: English
• ISBN 10: 0412248603
• ISBN 13: 9780412248603
• Binding: Soft cover
• Condition: Very Good

About this title

Synopsis

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. Short numerical examples are used to illustrate the main points. In writing this book I have been helped greatly by the comments and criticism of my students and colleagues, especially Anne Young. However, the choice of material, and the obscurities and errors are my responsibility and I apologize to the reader for any irritation caused by them. For typing the manuscript under difficult conditions I am grateful to Anne McKim, Jan Garnsey, Cath Claydon and Julie Latimer.