| Main Title |
An introduction to the bootstrap / |
| Author |
Efron, Bradley,
|
| Other Authors |
|
| Publisher |
Chapman & Hall, |
| Year Published |
1994 |
| OCLC Number |
28112208 |
| ISBN |
0412042312; 9780412042317 |
| Subjects |
Bootstrap (Statistics) ;
Models, Statistical ;
Bootstrap-Statistik ;
Bootstrap (statistiek) ;
Mathematical statistics ;
Bootstrap (statistique) ;
Statistique non param etrique ;
Jackknife, M ethode du (statistique) ;
Statistique math ematique ;
Bootstrap-Statistik--(DE-588)4139168-8 ;
Statistique non paramétrique ;
Jackknife, Méthode du (statistique) ;
Statistique mathématique ;
Statistique non paramâetrique ;
Jackknife, Mâethode du (statistique) ;
Statistique mathâematique
|
| Internet Access |
|
| Holdings |
| Library |
Call Number |
Additional Info |
Location |
Last
Modified |
Checkout
Status |
| EHBM |
QA276.8.E3745 1993 |
|
CEMM/ACESD Library/Narragansett,RI |
10/10/1997 |
| ELBM |
QA276.8.E374 1994 |
|
AWBERC Library/Cincinnati,OH |
11/05/2012 |
|
| Collation |
xvi, 436 pages : illustrations ; 23 cm. |
| Notes |
Includes bibliographical references (pages 413-425) and indexes. |
| Contents Notes |
Introduction -- The accuracy of a sample mean -- Random samples and probabilities -- The empirical distribution function and the plug-in principle -- Standard errors and estimated standard errors -- The bootstrap estimate of standard error -- Bootstrap standard errors: some examples -- More complicated data structures -- Regression models -- Estimates of bias -- The jackknife -- Confidence intervals based on bootstrap "tables" -- Confidence intervals based on bootstrap percentiles -- Better bootstrap confidence intervals -- Permutation tests -- Hypothesis testing with the bootstrap -- Cross-validation and other estimates of prediction error -- Adaptive estimation and calibration -- Assessing the error in bootstrap estimates -- A geometrical representation for the bootstrap and jackknife -- An overview of nonparametric and parametric inference -- Further topics in bootstrap confidence intervals -- Efficient bootstrap computations -- Approximate likelihoods -- Bootstrap bioequivalence -- Discussion and further topics -- Appendix: software for bootstrap computations. 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. |
| Place Published |
New York |
| Title Ser Add Ent |
Monographs on statistics and applied probability ; 57. |
| PUB Date Free Form |
c1994 |
| Series Title Traced |
Monographs on statistics and applied probability ; 57 |
| Series Title Untraced |
Monographs on statistics and applied probability ; 57 |
| BIB Level |
m |
| Cataloging Source |
OCLC/T |
| LCCN |
93004489 |
| Merged OCLC records |
46318860; 59918216; 437031267; 1167938651 |
| OCLC Time Stamp |
20121102133833 |
| Language |
eng |
| Origin |
OCLC |
| Type |
CAT |
| OCLC Rec Leader |
03929cam 2200853 a 45020 |
