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Title: Bootstrap Methods and Their Application (Cambridge Series on Statistical and Probabilistic Mathematics) by A. C. Davison, D. V. Hinkley, R. Gill, B. D. Ripley, S. Ross, M. Stein, D. Williams ISBN: 0-521-57391-2 Publisher: Cambridge University Press Pub. Date: 28 October, 1997 Format: Hardcover Volumes: 1 List Price(USD): $120.00 |
Average Customer Rating: 5 (4 reviews)
Rating: 5
Summary: you get your money's worth
Comment: This book is loaded with good text book examples and covers a wide variety of bootstrap applications. It is great as a reference book on the bootstrap or as a course text at a graduate level. Chernick (1999) is a little more up-to-date and covers the classifcation error rate estimation problem that is not addressed in this text. Chernick (1999) also has many more references. Efron and Tibshirani (1993) is another fine text that is a little more intuition based with less mathematics. Fieller's problem with ratio estimation and some other gems are well covered in Efron and Tibshirani but not here. Davison and Hinkley do the best job on time series of any of the bootstrap books with details about moving block bootstrap and some interesting applications.
Rating: 5
Summary: Exceptionally clear, concise and practical
Comment: This book has an excellent ballance between practice and theory. It presents the bootstrap as the powerful tool it is through the ellucidation of practical issues. I strongly recommend this book for everyone interested in improving statistical practice.
Rating: 5
Summary: Book has my vote
Comment: Relevant and clear in explanations throughout.
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