TWO-SAMPLE TEST FOR RANDOMLY CENSORED DATA

Q3 Multidisciplinary Malaysian journal of science Pub Date : 2023-02-28 DOI:10.22452/mjs.vol42no1.4
Ayushee Ayushee, Narinder Kumar, Manish Goyal
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引用次数: 2

Abstract

In this paper, a nonparametric test has been proposed for the two-sample scale problem, when sample observations are randomly right censored. The proposed test is based on the extremes of observations as an extension of commonly used Gehan’s test for two-sample problem. Critical values are obtained through simulation for various lifetime distributions at different sample sizes. Power performance for the proposed test is studied considering various distributions. On comparing with the Gehan’s test, it is found that the proposed test has more statistical power and efficiency for some special cases. An illustration with real-life data set is also provided.
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随机截尾数据的双样本检验
本文提出了双样本尺度问题的非参数检验方法,当样本观测值是随机右截后的。提出的检验是基于观测值的极值,作为常用的双样本问题的Gehan检验的扩展。通过模拟得到了不同样本量下不同寿命分布的临界值。在考虑各种分布的情况下,研究了该测试的功率性能。通过与Gehan检验的比较,发现该检验在某些特殊情况下具有更强的统计能力和效率。并以实际数据集为例进行了说明。
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来源期刊
Malaysian journal of science
Malaysian journal of science Multidisciplinary-Multidisciplinary
CiteScore
1.10
自引率
0.00%
发文量
36
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