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The performance of univariate goodness-of-fit tests for normality based on the empirical characteristic function in large samples

Authors :
van Zyl, J. Martin
Source :
Communications in Statistics: Simulation and Computation, 2018, 47(4), pp. 1146-1156
Publication Year :
2016

Abstract

An empirical power comparison is made between two tests based on the empirical characteristic function and some of the best performing tests for normality. A simple normality test based on the empirical characteristic function calculated in a single point is shown to outperform the more complicated Epps-Pulley test and the frequentist tests included in the study in large samples.<br />Comment: 5 figures, 5 tables

Details

Database :
arXiv
Journal :
Communications in Statistics: Simulation and Computation, 2018, 47(4), pp. 1146-1156
Publication Type :
Report
Accession number :
edsarx.1605.06293
Document Type :
Working Paper