Empirical phi-divergence test statistics for the difference of means of two populations

被引：0

作者：

N. Balakrishnan

N. Martín

L. Pardo

机构：

[1] McMaster University,Department of Mathematics and Statistics

[2] Complutense University of Madrid,Department of Statistics and O.R.

来源：

AStA Advances in Statistical Analysis | 2017年 / 101卷

关键词：

Empirical likelihood; Empirical phi-divergence test statistics; Phi-divergence measures; Power function; 62F03; 62F25;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Empirical phi-divergence test statistics have demostrated to be a useful technique for the simple null hypothesis to improve the finite sample behavior of the classical likelihood ratio test statistic, as well as for model misspecification problems, in both cases for the one population problem. This paper introduces this methodology for two-sample problems. A simulation study illustrates situations in which the new test statistics become a competitive tool with respect to the classical z test and the likelihood ratio test statistic.

引用

页码：199 / 226

页数：27

共 46 条

[31] ON FISHER AND BEHRENS' TEST OF SIGNIFICANCE FOR THE DIFFERENCE IN MEANS OF TWO NORMAL SAMPLES
Sukhatme, P. V.
SANKHYA, 1938, 4 : 39 - 48
[32] Empirical Likelihood Inference for the Mean Difference of Two Nonparametric Populations with Missing Data
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[33] A statistical test for the difference in the amounts of DNA variation between two populations
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[34] TEST FOR THE SIGNIFICANCE OF THE DIFFERENCE BETWEEN MEANS IN 2 NORMAL POPULATIONS HAVING UNEQUAL VARIANCES
GRONOW, DGC
BIOMETRIKA, 1951, 38 (1-2) : 252 - 256
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[37] Jackknife empirical likelihood for the mean difference of two zero-inflated skewed populations
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[38] Assessing a hypothesis test for the difference between two quantiles from independent populations
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[39] Highly efficient algorithms for the exact randomization test of the difference between two independent means
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[40] Confidence intervals for the difference between two means with missing data following a preliminary test
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