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Statistical Inference

Paul H. GarthwaiteI. T. JolliffeByron Jones

出版	Oxford University Press, 2002
主題	Mathematics / Probability & Statistics / General
ISBN	01985722639780198572268
URL	http://books.google.com.hk/books?id=r_5rOH-y-dwC&hl=&source=gbs_api
EBook	SAMPLE

註釋

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.