An Inverse Normal Transformation Solution for the comparison of two samples that contain both paired observations and independent observations

Autor:	Derrick, Ben, White, Paul, Toher, Deirdre
Rok vydání:	2017
Předmět:	Statistics - Computation
Druh dokumentu:	Working Paper
Popis:	Inverse normal transformations applied to the partially overlapping samples t-tests by Derrick et.al. (2017) are considered for their Type I error robustness and power. The inverse normal transformation solutions proposed in this paper are shown to maintain Type I error robustness. For increasing degrees of skewness they also offer improved power relative to the parametric partially overlapping samples t-tests. The power when using inverse normal transformation solutions are comparable to rank based non-parametric solutions. Comment: Inverse Normal Transformations Partially overlapping samples
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1708.00347 Zobrazit plný text záznamu View this record from Arxiv