Bootstrap Methods and Their Application

Statistical methods book, with code on supporting website. Bootstrap methods enable fairly sophisticated statistical calculations to be done by computer simulation. The range of application is broad: from biology and medicine through to econometrics and finance. Compared with other treatments, applications are thoroughly covered in this 1997 book, with an emphasis on practical implementation. Computer code is available on the supporting website. Inhaltsverzeichnis 1. Introduction; 2. The basic bootstraps; 3. Further ideas; 4. Tests; 5. Confidence intervals; 6. Regression models; 7. Further topics in regression; 8. Complex dependence; 9. Improved calculation; 10. Semiparametric likelihood inference; 11. Computer implementation; Appendix; Cumulant calculations; Bibliography; Index.

Product details

• Authors: A. C. Davison, D. V. Hinkley
• Assisted by: R. Gill (Editor), B. D. Ripley (Editor)
• Publisher: Cambridge University Press Academic
• Languages: English
• Product format: Paperback / Softback
• Released: 15.12.1997
• EAN: 9780521574716
• ISBN: 978-0-521-57471-6
• Dimensions: 178 mm x 254 mm x 34 mm
• Series: Cambridge Series in Statistical and Probabilistic Mathematics; Print On Demand; Print on Demand; Cambridge Series in Statistical and Probabilistic
• Subject: Natural sciences, medicine, IT, technology > Mathematics