Computer Intensive Statistical Methods: Validation, Model Selection, and Bootstrap

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J. S. Urban. Hjorth (Linkoping University, Linkoping, Sweden)

Computer Intensive Statistical Methods

Validation, Model Selection, and Bootstrap

J. S. Urban. Hjorth (Linkoping University, Linkoping, Sweden)

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English

Chapman & Hall/CRC
01 November 1993

Probability & statistics; Mathematical & statistical software; Data capture & analysis

"The key points of the book include: an introduction to the ""bootstrap"" method at elementary and advanced levels, examples of computer programmes and a review of the new methodology and its applications."

By: J. S. Urban. Hjorth (Linkoping University Linkoping Sweden)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 229mm, Width: 152mm, Spine: 21mm
Weight: 660g
ISBN: 9780412491603
ISBN 10: 0412491605
Pages: 272
Publication Date: 01 November 1993
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active

1. Prelude 2. Computer intensive philosophy 3. Cross validation 4. Validation o f time series problems 5. Statistical bootstrap 6. Further bootstrap results 7. Computer intensive applications

Hjorth\, J. S. Urban.

Reviews for Computer Intensive Statistical Methods: Validation, Model Selection, and Bootstrap

The book is written in an engaging, entertaining style, and is well worth a look... -Short Book Reviews The examples and case studies presented are interesting, and help to explain how cross-validation and bootstrapping work in practice. -The Statistician