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OLS Field Name OLS Field Data
Main Title An introduction to the bootstrap /
Author Efron, Bradley.
Other Authors
Author Title of a Work
Tibshirani, Robert.
Publisher Chapman & Hall/CRC,
Year Published 1998
OCLC Number 41737309
ISBN 0412042312 (cloth); 9780412042317 (cloth)
Subjects Bootstrap (Statistics)
Holdings
Library Call Number Additional Info Location Last
Modified
Checkout
Status
EJBM  QA276.8.E3745 1998 Headquarters Library/Washington,DC 01/12/2015
ESAM  QA276.8.E3745 1998 Region 10 Library/Seattle,WA 12/06/2002
Edition 1st CRC Press reprint.
Collation xvi, 436 pages : illustrations ; 25 cm.
Notes
Includes bibliographical references (pages 413-425) and indexes.
Contents Notes
1. Introduction -- 2. The accuracy of a sample mean -- 3. Random samples and probabilities -- 4. The empirical distribution function and the plug-in principle -- 5. Standard errors and estimated standard errors -- 6. The bootstrap estimate of standard error -- 7. Bootstrap standard errors: some examples -- 8. More complicated data structures -- 9. Regression models -- 10. Estimates of bias -- 11. The jackknife -- 12. Confidence intervals based on bootstrap "tables" -- 13. Confidence intervals based on bootstrap percentiles -- 14. Better bootstrap confidence intervals -- 15. Permutation tests -- 16. Hypothesis testing with the bootstrap -- 17. Cross-validation and other estimates of prediction error -- 18. Adaptive estimation and calibration -- 19. Assessing the error in bootstrap estimates -- 20. A geometrical representation for the bootstrap and jackknife -- 21. An overview of nonparametric and parametric inference -- 22. Further topics in bootstrap confidence intervals -- 23. Efficient bootstrap computations -- 24. Approximate likelihoods -- 25. Bootstrap bioequivalence -- 26. Discussion and further topics -- Appendix: software for bootstrap computations.