Please use this identifier to cite or link to this item:
|Title:||Assessing the quality of bootstrap samples and of the bootstrap estimates obtained with finite resampling|
|Source:||Yatracos, Y. (2002-10-15). Assessing the quality of bootstrap samples and of the bootstrap estimates obtained with finite resampling. Statistics and Probability Letters 59 (4) : 281-292. ScholarBank@NUS Repository.|
|Abstract:||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. © 2002 Elsevier Science B.V. All rights reserved.|
|Source Title:||Statistics and Probability Letters|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Mar 9, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.