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Introduction to Statistical Modelling

Name: Introduction to Statistical Modelling
Brand: Chapman and Hall
SKU: 05185342
Price: 1181 CZK
Availability: InStock
Author: Annette J. Dobson
ISBN: 9780412248603

Annette J. Dobson

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 05185342

Nakladatelství Chapman and Hall, leden 1983

This book is about generalized linear models as described by NeIder and Wedderburn (1972). This appr... Celý popis

Libristo kód: 05185342

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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.