AI SearchAn introduction to bootstrap methods with applications to R / (Record no. 104015)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01705cam a22002414a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 110311s2011 njua bs 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470467046 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0470467045 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SDU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA276.8 |
| Item number | C478 I 2011 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Chernick, Michael R. |
| 245 13 - TITLE STATEMENT | |
| Title | An introduction to bootstrap methods with applications to R / |
| Statement of responsibility, etc. | Michael R. Chernick, Robert A. LaBudde. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Hoboken, N.J. : |
| Name of publisher, distributor, etc. | Wiley, |
| Date of publication, distribution, etc. | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 216 p. : |
| Other physical details | ill. |
| 505 ## - Formatted Contents Note | |
| Formatted contents note | HKBU library |
| 518 ## - DATE/TIME AND PLACE OF AN EVENT NOTE | |
| DATE/TIME AND PLACE OF AN EVENT NOTE | YT2025 M08 |
| 520 ## - SUMMARY | |
| Summary | "This book provides both an elementary and a modern introduction to the bootstrap for students who do not have an extensive background in advanced mathematics. It offers reliable, hands-on coverage of the bootstrap's considerable advantages -- as well as its drawbacks. The book outpaces the competition by skillfully presenting results on improved confidence set estimation, estimation of error rates in discriminant analysis, and applications to a wide variety of hypothesis testing and estimation problems. To alert readers to the limitations of the method, the book exhibits counterexamples to the consistency of bootstrap methods. The authors take great care to draw connections between the more traditional resampling methods and the bootstrap, oftentimes displaying helpful computer routines in R. Emphasis throughout the book is on the use of the bootstrap as an exploratory tool including its value in variable selection and other modeling environments"-- |
| 650 #0 - SUBJECT | |
| Topical term | Bootstrap (Statistics) |
| 650 #0 - SUBJECT | |
| Topical term | R (Computer program language) |
| 700 1# - PERSONAL NAME | |
| Personal name | LaBudde, Robert A., |
| Dates associated with a name | 1947- |
| 900 ## - Accession Number | |
| Accession Number | = C.1 SDU |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Source of classification or shelving scheme | Library of Congress Classification |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | 193285 |
| 650 #0 - SUBJECT | |
| -- | 193286 |
| 650 #0 - SUBJECT | |
| -- | 96110 |
| 700 1# - PERSONAL NAME | |
| -- | 193287 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Available for Loans | General Books | MATRIX Library | MATRIX Library | General Eng/FL.3 | 25/08/2025 | Donation | QA276.8 C478 I 2011 | 1000385026 | 25/08/2025 | C.1 | 25/08/2025 | English Books |