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Dergiler / Hacettepe Journal of Mathematics and Statistics / 2022 / Cilt: 51 - Sayı: 6

CDF estimation in multistage pair ranked set sampling

Mahdi MAHDİZADEH
Ehsan ZAMANZADE
Sayfa
1768–1779
Yayın Tarihi
2022-12-01
DOI
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

Finally, a cost analysis is performed to show the advantage of the estimator.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:Multistage pair ranked set sampling (MSPRSS) is a rank-based design that improves statistical inference with respect to simple random sampling of the same size.
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Temel Bulgular & Veri:It is applicable when exact measurement is difficult, but judgment raking of the potential sample units can be done fairly accurately and easily.
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Sonuç & Katkı:Finally, a cost analysis is performed to show the advantage of the estimator.
🔬Tür:Araştırma Makalesi
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:CDF estimation · cost efficiency · judgment ranking

Abstract

Multistage pair ranked set sampling (MSPRSS) is a rank-based design that improves statistical inference with respect to simple random sampling of the same size. It is applicable when exact measurement is difficult, but judgment raking of the potential sample units can be done fairly accurately and easily. The ranking is usually performed based on personal judgment or a concomitant variable, and need not be totally free of errors. This article deals with estimating the cumulative distribution function in MSPRSS. The proposed estimator is theoretically compared with its contenders in the literature. The findings are supported by numerical evidence from simulation, and real data in the context of body fat analysis. Finally, a cost analysis is performed to show the advantage of the estimator.

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Bu Makaleye Atıf Yap

MAHDİZADEH, M., ZAMANZADE, E. (2022). CDF estimation in multistage pair ranked set sampling. Hacettepe Journal of Mathematics and Statistics, Cilt: 51 - Sayı: 6, 1768–1779. https://ajindex.com/articles/859642

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Kaynakça (18)

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