Improved Ratio-type Exponential Estimator for Estimating Population Mean in Ranked Set Sampling

In this paper we propose a ratio-type exponential estimator for estimating population mean of the study variable under Ranked set sampling when auxiliary information is known. The bias and Mean square error of the proposed estimator has been derived up to the first degree of approximation. A simulation study has been carried out to judge the performance of the newly proposed estimator along with existing estimators. It is obtained that the proposed estimator is more efficient as compared to the competing estimators.

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Publication Details

Journal
Journal of the Indian Society of Agricultural Statistics
Published
2024-09-10
DOI
https://doi.org/10.56093/jisas.v78i2.7
Primary Topic
Survey Sampling and Estimation Techniques
Type
article
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article

Improved Ratio-type Exponential Estimator for Estimating Population Mean in Ranked Set Sampling

Nirupama Sahoo, Sananda Kumar Jhankar
Journal of the Indian Society of Agricultural Statistics
Survey Sampling and Estimation Techniques
article

Improved Ratio-type Exponential Estimator for Estimating Population Mean in Ranked Set Sampling

Nirupama Sahoo, Sananda Kumar Jhankar
article en

Abstract

In this paper we propose a ratio-type exponential estimator for estimating population mean of the study variable under Ranked set sampling when auxiliary information is known. The bias and Mean square error of the proposed estimator has been derived up to the first degree of approximation. A simulation study has been carried out to judge the performance of the newly proposed estimator along with existing estimators. It is obtained that the proposed estimator is more efficient as compared to the competing estimators.

Journal of the Indian Society of Agricultural StatisticsVol. 78(2)
Openalex Percentile: Top 84%
Survey Sampling and Estimation Techniques
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Improved Ratio-type Exponential Estimator for Estimating Population Mean in Ranked Set Sampling — Nirupama Sahoo, Sananda Kumar Jhankar · Journal of the Indian Society of Agricultural Statistics (2024) | TGRS Research Map | TGRS