Another Look at Resampling: Replenishing Small Samples with Virtual Data through S-SMART
Haiyan Bai, Wei Pan, Leigh Lihshing Wang, P. Neal Ritchey · Journal of Modern Applied Statistical Methods · 2010
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.