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zbMATH Open
Article . 1993
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Biometrika
Article . 1993 . Peer-reviewed
Data sources: Crossref
Biometrika
Article . 1993 . Peer-reviewed
Data sources: Crossref
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Two-Sample Tests Based on Cumulative Incidence Functions from Coherent Systems

Two-sample tests based on cumulative incidence functions from coherent systems
Authors: Deshpande, Jayant V.; Dharmadhikari, Avinash D.; Naik-Nimbalkar, Uttara V.;

Two-Sample Tests Based on Cumulative Incidence Functions from Coherent Systems

Abstract

Summary: Suppose that \(n_ 1\) and \(n_ 2\) independent copies of a coherent system composed of \(m\) components operate in two different environments. All copies are monitored until their failure. The data consist of the lifetimes of all the components which fail before the system and the time to failure of the system which also is the censoring time for the components not yet failed. We propose a class of tests based on the incidence functions of the component failures obtained from the above data for the equality of the joint distributions of the component lifetimes without assuming either the independence of the components within a system or the knowledge of the structure function of the system. The test statistics have asymptotically a chi-squared distribution with \(m\) degrees of freedom. Results of some simulation studies exhibit the closeness of the approximation of the null distribution and the power of these tests for certain coherent structures.

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Keywords

Reliability and life testing, component failures, subdistribution function, Asymptotic distribution theory in statistics, martingale limit theorem, component lifetimes, asymptotic chi square, coherent system, time to failure, power, censoring, cumulative incidence functions, null distribution, two-sample tests, crude hazard, Nonparametric hypothesis testing, dependent components

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
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