| Main Title |
An introduction to the bootstrap / |
| Author |
Efron, Bradley.
|
| Other Authors |
|
| 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. |
| Place Published |
Boca Raton, Fla. |
| Title Ser Add Ent |
Monographs on statistics and applied probability (Series) ; 57. |
| PUB Date Free Form |
©1998 |
| Series Title Traced |
Monographs on statistics and applied probability ; 57 |
| Series Title Untraced |
Monographs on statistics and applied probability ; 57 |
| BIB Level |
m |
| Medium |
unmediated |
| Content |
text |
| Carrier |
volume |
| Cataloging Source |
OCLC/T |
| LCCN |
93004489 |
| Merged OCLC records |
426212781 |
| OCLC Time Stamp |
20150108120122 |
| Language |
eng |
| Origin |
OCLC |
| Type |
CAT |
| OCLC Rec Leader |
02508cam 2200385Ia 45020 |
