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Statistical Inference

Statistical Inference

Hardcover

Series: Oxford Science Publications

Probability & Statistics

ISBN10: 0198572263
ISBN13: 9780198572268
Publisher: Oxford University Press
Published: Aug 29 2002
Pages: 342
Weight: 1.32
Height: 0.90 Width: 6.06 Depth: 9.44
Language: English
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.

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Probability & Statistics