Nonparametric Test for a class of Lifetime Distribution UBAC(2) Based on the Laplace Transform | ||||
| Journal of the Egyptian Mathematical Society | ||||
| Article 9, Volume 30, Issue 1, 2022, Page 1-11 PDF (1.5 MB) | ||||
| Document Type: Original Article | ||||
| DOI: 10.1186/s42787-022-00142-1 | ||||
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| Abstract | ||||
| Testing various classes of life distributions have been considered a very important problem in the literature during the last decades, and many authors tried to solve it. In this paper, a new statistic technique for testing exponentiality versus the class of life distribution used better than aged in increasing concave ordering (UBAC(2)) is introduced based on the Laplace transform. For this proposed test, the critical values, the pitman’s asymptotic efficiency and the power of the test are calculated via simulation to assess the performance of the test. A new nonparametric test statistic for testing exponentiality versus UBAC(2) for right censored data is proposed, and the critical values are tabulated. Finally, real data are used for complete and censored data by using our proposed test | ||||
| Keywords | ||||
| UBAC(2) class of life distribution; Testing of hypotheses; Asymptotic to normality; Pitman’s efficiency; Monte Carlo method; The power of the test and censoring | ||||
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