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Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling

Neha Garg1 , Menakshi Pachori2

Section:Research Paper, Product Type: Journal Paper
Volume-7 , Issue-5 , Page no. 667-671, May-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i5.667671

Online published on May 31, 2019

Copyright © Neha Garg, Menakshi Pachori . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Neha Garg, Menakshi Pachori, “Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.5, pp.667-671, 2019.

MLA Style Citation: Neha Garg, Menakshi Pachori "Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling." International Journal of Computer Sciences and Engineering 7.5 (2019): 667-671.

APA Style Citation: Neha Garg, Menakshi Pachori, (2019). Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling. International Journal of Computer Sciences and Engineering, 7(5), 667-671.

BibTex Style Citation:
@article{Garg_2019,
author = {Neha Garg, Menakshi Pachori},
title = {Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2019},
volume = {7},
Issue = {5},
month = {5},
year = {2019},
issn = {2347-2693},
pages = {667-671},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=4297},
doi = {https://doi.org/10.26438/ijcse/v7i5.667671}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i5.667671}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=4297
TI - Use of Median in Calibration Estimation of the Finite Population Mean in Stratified Sampling
T2 - International Journal of Computer Sciences and Engineering
AU - Neha Garg, Menakshi Pachori
PY - 2019
DA - 2019/05/31
PB - IJCSE, Indore, INDIA
SP - 667-671
IS - 5
VL - 7
SN - 2347-2693
ER -

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Abstract

This paper proposes a new calibration estimator for estimating the finite population mean in stratified random sampling using a calibration constraint which consider known median of the auxiliary variable. The result has been extended in case of stratified double sampling when median of the auxiliary variable is not known. The efficiency of the proposed estimator has also been compared with the help of simulation study on a real dataset.

Key-Words / Index Term

Auxiliary information, Calibration estimation, Median, Stratified Sampling, Double sampling

References

[1]. J.C. Deville, C.E. Sarndal, "Calibration Estimators in Survey Sampling", Journal of the American Statistical Association, Vol.87, No.418, pp.376-382, 1992.
[2]. E.P. Clement, E.I. Enang, "On the efficiency of ratio estimator over the regression estimator", Communications in Statistics-Theory and Methods, Vol.46, No.11, pp.5357-5367, 2017.
[3]. J-M Kim, E.A. Sungur, T-Y. Heo, "Calibration approach estimators in stratified sampling", Statistics and Probability Letters, Vol.77, pp.99-103, 2007.
[4]. N. Koyuncu, C. Kadilar, "Calibration estimator using different distance measures in stratified random sampling", International Journal of Modern Engineering Research (IJMER), Vol.3, No.1, pp.415-419, 2013.
[5]. N. Koyuncu, C. Kadilar, "Calibration weighting in Stratified Random Sampling", Communications in Statistics-Simulation and Computation, Vol.45, No.7, pp.2267-2275, 2016.
[6]. A.M. Mouhamed, A.A. EI-sheikh, H.A. Mohamed, "A new calibration estimator of Stratified random sampling", Applied Mathematical Sciences, Vol.9, No.35, pp.1735-1744, 2015.
[7]. Nidhi, B.V.S. Sisodia, S. Singh, S. K. Singh, "Calibration approach estimation of the mean in stratified sampling and stratified double sampling", Communications in Statistics-Theory and Methods, Vol.46, No.10, pp.4932-4942, 2017.
[8]. S. Singh, R. Arnab, "On Calibration of design weights", METRON-International Journal of Statistics, Vol.LXIX, No.2, pp.185-205, 2011.
[9]. D.S. Tracy, S. Singh, and R. Arnab, "Note on Calibration in Stratified and Double Sampling", Survey Methodology, Vol.29, No.1, pp.99-104, 2003.
[10]. C.E. Sarndal, B. Swensson, J. Wretman, “Model Assisted Survey Sampling”. Springer Verlag, New York, 1992.