EDF-based tests of exponentiality in pair ranked set sampling

Ehsan Zamanzade ()
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Ehsan Zamanzade: University of Isfahan

Statistical Papers, 2019, vol. 60, issue 6, No 15, 2159 pages

Abstract: Abstract In this paper, we develop a nonparameteric cumulative distribution function (CDF) estimator for pair ranked set sampling (PRSS) design. We show that the proposed estimator is consistent and establish its asymptotic normality. We then use the proposed estimator for developing some goodness of fit tests for testing exponentiality. We show that the proposed tests are more powerful than their counterparts in simple random sampling (SRS) and ranked set sampling (RSS) schemes.

Keywords: Ranked set sampling; Pair ranked set sampling; Goodness of fit test; Exponential distribution; Cumulative distribution function estimation; 62D05; 62G10 (search for similar items in EconPapers)
Date: 2019
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Citations: View citations in EconPapers (5)

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DOI: 10.1007/s00362-017-0913-9

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