Bootstrap Methods and their Application
Bootstrap Methods and their Application
Bootstrap Methods and their Application
5 3
Price: $67.49 FREE for Members
Type: eBook
Publisher: Cambridge University Press
Page Count: 582
Format: pdf
Language: English
ISBN-10: 0521574714
ISBN-13: 9780521574716
User Rating: 5.0000 out of 5 Stars! (3 Votes)

Bootstrap Methods and their Application free


A. C. Davison, D. V. Hinkley free


"...well-illustrated examples..." Sociological Methods and Research

"The number and diversity of examples greatly enhance the understanding of the text. We marvel at the number of resamples that were taken in support of the book! The authors use hundreds of plots and dozens of tables to demonstrate and evaluate the uses of bootstrap... Statisticians with little or no familiarity with the bootstrap will find Bootstrap Methods and Their Application to be a thorough introduction to its use in solving real-world problems...We recommend this book most highly. It made us stop and think regularly and contributed tremendously to our understanding of the bootstrap. It is an excellent book for professors, students, practicioners, and researchers alike." Thomas Loughin and Christopher R. Bilder, Journal of the American Statistical Association

"...a comprehensive and extremely readable overview of the current state of art in bootstrap methodology. Through the numerous exercises, practicals and examples the reader obtains a good understanding for the strength of bootstrap methods, the problems for which they work and how to avoid their pitfalls. I strongly recommend this book to anybody who uses, or wishes to use, bootstrap methods...this book should be part of your library." The University of Adelaide

"The authors have done an excellent job of mixing up the theory and the applications of bootstrap...Every applied statistician who wants to apply bootstrap with some knowledge of the underlined theory so that it is not applied improperly should take a look at this book." Technometrics The bootstrap technique is a powerful and modern tool used in the analysis of statistical data. This book is the first that is aimed at users of the method. It describes many examples, and includes programs in S-plus, available on a disk supplied with the book, for practical use.

User tags


Download ISBN 0521574714
ISBN 0521574714 books
ISBN 0521574714 epub
ISBN 0521574714 price
A. C. Davison, D. V. Hinkley book
ISBN 0521574714 for sale
ISBN 0521574714 for cheap
ISBN 0521574714 barcode
Bootstrap Methods and their Application torrent
ISBN 0521574714 pdf
ISBN 0521574714 djvu
ISBN 0521574714 to buy
ISBN 0521574714 edition
ISBN 0521574714 A. C. Davison, D. V. Hinkley
ISBN 0521574714 Bootstrap Methods and their Application
Download ISBN 9780521574716
ISBN 9780521574716 books
ISBN 9780521574716 epub
ISBN 9780521574716 price
ISBN 9780521574716 for sale
ISBN 9780521574716 for cheap
A. C. Davison, D. V. Hinkley djvu
ISBN 9780521574716 barcode
ISBN 9780521574716 pdf
ISBN 9780521574716 djvu
ISBN 9780521574716 to buy
ISBN 9780521574716 edition
ISBN 9780521574716 A. C. Davison, D. V. Hinkley
ISBN 9780521574716 Bootstrap Methods and their Application
download A. C. Davison, D. V. Hinkley
download Bootstrap Methods and their Application
A. C. Davison, D. V. Hinkley pdf
Bootstrap Methods and their Application pdf
Bootstrap Methods and their Application book
A. C. Davison, D. V. Hinkley torrent
A. C. Davison, D. V. Hinkleyfree download
Bootstrap Methods and their Application free download
Bootstrap Methods and their Application djvu
A. C. Davison, D. V. Hinkley epub
Bootstrap Methods and their Application epub

download eBook Bootstrap Methods and their Application - A. C. Davison, D. V. Hinkley online free pdf mp3 torrent
download 0521574714 9780521574716 book online
9780521574716
| 5 out of 5 Stars!


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. The second edition of my text Chernick (2007) just came out and is far more up to date with an improved treatment of time series. But Davison and Hinkley is still by far the best book for a course because of the many exercises and practicals.

| 5 out of 5 Stars!


This is a well-written book, and I had the basic bootstrap notion figured-out and implemented within a few days, though it will be some time before I develop any serious depth of mastery of the material. For those unfamiliar with the bootstrap method, by a system of resampling from an existing sample of data it provides a means of establishing the standard error for pretty-near any statistical measure (like the standard error of the mean in traditional statistics), as well as the determination of general confidence intervals for those measures, even when the distribution of the data is non-gaussian or unknown. I do find the author's symbolic notation a bit confusing - perhaps TOO compact, and many of the symbolic expressions would really benefit from an associated clearly written paraphrasing (difficult for me to remember all the conventions after putting the book down for a few days). Still, to go from being barely aware of the technique to applying it to the data analysis in a current research project over a period of several weeks suggests that this text does a heck of a good job at conveying the intended introduction.

| 5 out of 5 Stars!


People might have many different reasons to use bootstrap techniques and they might have various backgrounds therefore this is a good book for readers that want to learn the bootstrap. If you do not have strong background in statistics then the practicals section will help you to programm and analyze the data. If you have background this book does show you the theory behind.

Showing 1 to 3 of 3
Write Review

Your Name:

Your Review: Note: HTML is not translated!

Rating: Bad            Good

Enter the code in the box below:


© 2019 qsbook.com
visa master card