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An Introduction to the Bootstrap (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Hardcover

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9780412042317: An Introduction to the Bootstrap (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Synopsis

Statistics is a subject of many uses and surprisingly few effective practitioners. The traditional road to statistical knowledge is blocked, for most, by a formidable wall of mathematics. The approach in An Introduction to the Bootstrap avoids that wall. It arms scientists and engineers, as well as statisticians, with the computational techniques they need to analyze and understand complicated data sets.

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From the Back Cover

This book provides the first general introduction to the bootstrap and related methods for assessing statistical accuracy.

Review

..."an excellent book, and worth a reading by most students and practitioners in statistics... Throughout the book, the authors have spent a lot of effort in introducing difficult ideas in a simple, easy-to-understand manner..." - Hong Kong Statistical Society Newsletter ..." written in a style that makes difficult statistical concepts easy to understand ...a wonderful text for the engineer who would like to apply and understand the many different bootstrap techniques that have appeared in the literature in the last fifteen years. It makes an excellent reference text that should grace the shelves of both statisticians and non-statisticians." - Journal of Quality Technology

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  • PublisherChapman and Hall/CRC
  • Publication date1993
  • ISBN 10 0412042312
  • ISBN 13 9780412042317
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages456
  • Rating
    • 4.32 out of 5 stars
      65 ratings by Goodreads

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Hardcover. Condition: new. Hardcover. Statistics is a subject of many uses and surprisingly few effective practitioners. The traditional road to statistical knowledge is blocked, for most, by a formidable wall of mathematics. The approach in An Introduction to the Bootstrap avoids that wall. It arms scientists and engineers, as well as statisticians, with the computational techniques they need to analyze and understand complicated data sets. An exploration of the many different bootstrap techniques. It discusses useful statistical techniques through real data examples and covers nonparametric regression, density estimation, classification trees, and least median squares regression. There are numerous exercises. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780412042317

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