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Statistical Inference
Paul H. Garthwaite
I. T. Jolliffe
Byron Jones
出版
Oxford University Press
, 2002
主題
Mathematics / Probability & Statistics / General
ISBN
0198572263
9780198572268
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.