Title
Another Look At Resampling: Replenishing Small Samples With Virtual Data Through S-Smart
Keywords
Bootstrap; Resampling; Small sample; Smoothing
Abstract
A new resampling method is introduced to generate virtual data through a smoothing technique for replenishing small samples. The replenished analyzable sample retains the statistical properties of the original small sample, has small standard errors and possesses adequate statistical power. © 2010 JMASM, Inc.
Publication Date
1-1-2010
Publication Title
Journal of Modern Applied Statistical Methods
Volume
9
Issue
1
Number of Pages
181-197
Document Type
Article
Personal Identifier
scopus
DOI Link
https://doi.org/10.22237/jmasm/1272687420
Copyright Status
Unknown
Socpus ID
82055183983 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/82055183983
STARS Citation
Bai, Haiyan; Pan, Wei; Wang, Leigh Lihshing; and Ritchey, Phillip Neal, "Another Look At Resampling: Replenishing Small Samples With Virtual Data Through S-Smart" (2010). Scopus Export 2010-2014. 1233.
https://stars.library.ucf.edu/scopus2010/1233