Research Article

Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable

Volume: 47 Number: 3 June 1, 2018
EN

Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable

Abstract

This paper deals with efficient ratio type estimators for estimating finite population mean under simple random sampling scheme by using the knowledge of known median of a study and an auxiliary variable. Expressions for the bias and mean squared error of the proposed ratio type estimators are derived up to first order of approximation. It is found that our proposed estimators perform better as compared to the traditional ratio estimator, regression estimator, Subramani and Kumarapandiyan [23], Subramani and Prabavathy [24] and Yadav et al. [28] estimators. In addition, theoretical findings are veried with the help of real data sets.

Keywords

References

  1. Abid, M., Abbas, N., Nazir, H. Z. and Lin, Z. Enhancing the mean ratio estimators for es- timating population mean using non-conventional location parameters, Revista Colombiana de Estadistica 39 (1), 63-79, 2016(a).
  2. Abid, M., Abbas, N. and Riaz, M. Improved modied ratio estimators of population mean based on deciles, Chiang Mai Journal of Science 43 (1), 1311-1323, 2016(b).
  3. Abid, M., Abbas, N., Sherwani, R. A. K. and Nazir, H. Z. Improved ratio estimators for the population mean using non-conventional measures of dispersion, Pakistan Journal of Statistics and Operation Research 12 (2), 353-367, 2016(c).
  4. Alvarez, E., Moya-Fernandez, P. J., Blanco-Encomienda, F. J. and Munoz, J. F. Methodolog- ical insights for industrial quality control management: The impact of various estimators of the standard deviation on the process capability index, Journal of King Saud University Science 27, 271-277, 2015.
  5. Cochran, W. G. The estimation of the yields of cereal experiments by sampling for the ratio gain to total produce, Journal of Agriculture Science 30, 262-275, 1940.
  6. Kadilar, C., and Cingi, H. Ratio estimators in simple random sampling, Applied Mathe- matics and Computation 151, 893-902, 2004.
  7. Kadilar, C., and Cingi, H. An improvement in estimating the population mean by using the correlation coecient, Hacettepe Journal of Mathematics and Statistics 35 (1), 103-109, 2006.
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Details

Primary Language

English

Subjects

Mathematical Sciences

Journal Section

Research Article

Publication Date

June 1, 2018

Submission Date

April 18, 2016

Acceptance Date

July 13, 2016

Published in Issue

Year 2018 Volume: 47 Number: 3

APA
Irfan, M., Javed, M., Abid, M., & Lin, Z. (2018). Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable. Hacettepe Journal of Mathematics and Statistics, 47(3), 659-673. https://izlik.org/JA55PU85CJ
AMA
1.Irfan M, Javed M, Abid M, Lin Z. Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable. Hacettepe Journal of Mathematics and Statistics. 2018;47(3):659-673. https://izlik.org/JA55PU85CJ
Chicago
Irfan, Muhammad, Maria Javed, Muhammad Abid, and Zhengyan Lin. 2018. “Improved Ratio Type Estimators of Population Mean Based on Median of a Study Variable and an Auxiliary Variable”. Hacettepe Journal of Mathematics and Statistics 47 (3): 659-73. https://izlik.org/JA55PU85CJ.
EndNote
Irfan M, Javed M, Abid M, Lin Z (June 1, 2018) Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable. Hacettepe Journal of Mathematics and Statistics 47 3 659–673.
IEEE
[1]M. Irfan, M. Javed, M. Abid, and Z. Lin, “Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable”, Hacettepe Journal of Mathematics and Statistics, vol. 47, no. 3, pp. 659–673, June 2018, [Online]. Available: https://izlik.org/JA55PU85CJ
ISNAD
Irfan, Muhammad - Javed, Maria - Abid, Muhammad - Lin, Zhengyan. “Improved Ratio Type Estimators of Population Mean Based on Median of a Study Variable and an Auxiliary Variable”. Hacettepe Journal of Mathematics and Statistics 47/3 (June 1, 2018): 659-673. https://izlik.org/JA55PU85CJ.
JAMA
1.Irfan M, Javed M, Abid M, Lin Z. Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable. Hacettepe Journal of Mathematics and Statistics. 2018;47:659–673.
MLA
Irfan, Muhammad, et al. “Improved Ratio Type Estimators of Population Mean Based on Median of a Study Variable and an Auxiliary Variable”. Hacettepe Journal of Mathematics and Statistics, vol. 47, no. 3, June 2018, pp. 659-73, https://izlik.org/JA55PU85CJ.
Vancouver
1.Muhammad Irfan, Maria Javed, Muhammad Abid, Zhengyan Lin. Improved ratio type estimators of population mean based on median of a study variable and an auxiliary variable. Hacettepe Journal of Mathematics and Statistics [Internet]. 2018 Jun. 1;47(3):659-73. Available from: https://izlik.org/JA55PU85CJ