Παρακαλώ χρησιμοποιήστε αυτό το αναγνωριστικό για να παραπέμψετε ή να δημιουργήσετε σύνδεσμο προς αυτό το τεκμήριο:
https://hdl.handle.net/20.500.14279/2094| Τίτλος: | Assessing the quality of bootstrap samples and of the bootstrap estimates obtained with finite resampling | Συγγραφείς: | Yatracos, Yannis G. | metadata.dc.contributor.other: | Γιατράκος, Γιάννης | Major Field of Science: | Social Sciences | Field Category: | SOCIAL SCIENCES | Λέξεις-κλειδιά: | Bootstrap (Statistics);Jackknife (Statistics) | Ημερομηνία Έκδοσης: | 1-Οκτ-2002 | Πηγή: | Statistics & Probability Letters, 2002, vol. 59, no. 3, pp. 281–292 | Volume: | 59 | Issue: | 3 | Start page: | 281 | End page: | 292 | Περιοδικό: | Statistics & Probability Letters | Περίληψη: | It is seen in simulations and confirmed theoretically that: (i) the loss in accuracy of the Monte Carlo approximation of the bootstrap estimate can be infinite, due to the additional uncertainty introduced by finite resampling, and (ii) the dimension of the data or the estimate of interest affect drastically the quality of the bootstrap samples and estimates. Based on the findings, directions are provided to improve the bootstrap methodology. | URI: | https://hdl.handle.net/20.500.14279/2094 | ISSN: | 1677152 | DOI: | 10.1016/S0167-7152(02)00196-7 | Rights: | © Elsevier Attribution-NonCommercial-NoDerivs 3.0 United States |
Type: | Article | Affiliation: | National University of Singapore | Affiliation: | National University of Singapore |
| Εμφανίζεται στις συλλογές: | Άρθρα/Articles |
CORE Recommender
SCOPUSTM
Citations
23
checked on 21 Μαρ 2021
WEB OF SCIENCETM
Citations
50
15
Last Week
0
0
Last month
0
0
checked on 1 Νοε 2023
Page view(s) 10
494
Last Week
3
3
Last month
5
5
checked on 14 Ιουν 2024
Google ScholarTM
Check
Altmetric
Αυτό το τεκμήριο προστατεύεται από άδεια Άδεια Creative Commons
