Statistical Inference

Name: Statistical Inference
Price: 35.05 USD
Availability: InStock
ISBN: 9780198572268

ISBN-10: 0198572263

ISBN-13: 9780198572268

Edition: 2nd 2002

Authors: Paul Garthwaite, Ian Jolliffe, Byron Jones

List price: $170.00

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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…

Book details

List price: $170.00
Edition: 2nd
Copyright year: 2002
Publisher: Oxford University Press, Incorporated
Publication date: 8/29/2002
Binding: Hardcover
Pages: 352
Size: 6.14" wide x 9.21" long x 0.93" tall
Weight: 1.342
Language: English




Introduction



Properties of estimators



Maximum likelihood and other methods of estimation



Hypothesis testing



Interval estimation



The decision theory approach to inference



Bayesian inference



Non-parametric and robust inference



Computationally intensive methods



Generalised linear models