Cumulative residual entropy applied to testing uniformity

نویسندگان_
نشریهCommunications in Statistics - Theory and Methods
شماره صفحات4151-4161
شماره سریال51
شماره مجلد12
ضریب تاثیر (IF)0.311
نوع مقالهFull Paper
تاریخ انتشار2022
رتبه نشریهISI
نوع نشریهچاپی
کشور محل چاپایران
نمایه نشریهJCR،Scopus

چکیده مقاله

We present properties of the cumulative residual entropy and then propose a test for uniformity. An approximation of distribution of the test statistic is derived. The mean, variance, and the asymptotic null distribution of the test statistic are presented. Percentage points and power against seven alternatives are reported. The results of a simulation study show that the test is competitive in terms of power. Moreover, the proposed statistic is easy to compute and can be approximated by the beta distribution.

لینک ثابت مقاله

tags: Cumulative residual entropy; testing uniformity; empirical distribution function; Monte Carlo methods; test power