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Statistical Inference

Garthwaite, Paul; Jolliffe, Ian and Jones, Byron (2002). Statistical Inference. UK: Oxford University Press.

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Abstract

Adopting a broad view of statistical inference, the text concentrates on what various techniques do, with mathematical proof kept to a minimum. The approach is rigorous but accessible to final year undergraduates. Classical approaches to point estimation, hypothesis testing and interval estimation are all covered thoroughly with recent developments outlined. Separate chapters are devoted to Bayesian inference, to decision theory and to non-parametric and robust inference. The increasingly important topics of computationally intensive methods and generalized linear models are also included. In this edition, the material on recent developments has been updated, and additional exercises are included in most chapters.

Item Type: Authored Book
ISBN: 0-19-857226-3, 978-0-19-857226-8
Academic Unit/Department: Mathematics, Computing and Technology > Mathematics and Statistics
Item ID: 17947
Depositing User: Sara Griffin
Date Deposited: 20 Aug 2009 13:58
Last Modified: 02 Dec 2010 20:36
URI: http://oro.open.ac.uk/id/eprint/17947
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