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An introduction to bootstrap methods with applications to R /
"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 th...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley,
©2011.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a2200000Ia 4500 | ||
|---|---|---|---|
| 001 | OR_ocn825821722 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 130129s2011 njua ob 001 0 eng d | ||
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| 020 | |z 9780470467046 | ||
| 020 | |z 0470467045 | ||
| 029 | 1 | |a AU@ |b 000050590626 | |
| 029 | 1 | |a CHNEW |b 000721810 | |
| 029 | 1 | |a DEBBG |b BV041120550 | |
| 029 | 1 | |a DEBSZ |b 39675449X | |
| 035 | |a (OCoLC)825821722 | ||
| 037 | |a CL0500000188 |b Safari Books Online | ||
| 050 | 4 | |a QA276.8 |b .C478 2011 | |
| 082 | 0 | 4 | |a 519.5/4 |2 22 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Chernick, Michael R. | |
| 245 | 1 | 3 | |a An introduction to bootstrap methods with applications to R / |c Michael R. Chernick, Robert A. LaBudde. |
| 260 | |a Hoboken, N.J. : |b Wiley, |c ©2011. | ||
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references and indexes. | ||
| 520 | |a "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"-- |c Provided by publisher. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Bootstrap (Statistics) | |
| 650 | 0 | |a R (Computer program language) | |
| 650 | 6 | |a Bootstrap (Statistique) | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 7 | |a Bootstrap (Statistics) |2 fast | |
| 650 | 7 | |a R (Computer program language) |2 fast | |
| 700 | 1 | |a LaBudde, Robert A., |d 1947- | |
| 776 | 0 | 8 | |i Print version: |a Chernick, Michael R. |t Introduction to bootstrap methods with applications to R. |d Hoboken, N.J. : Wiley, ©2011 |z 9780470467046 |w (DLC) 2011010972 |w (OCoLC)679941373 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9780470467046/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis29660225 | ||
| 938 | |a YBP Library Services |b YANK |n 12055245 | ||
| 938 | |a YBP Library Services |b YANK |n 12673014 | ||
| 994 | |a 92 |b IZTAP | ||