Generalized ratio-cum-product type exponential estimation of the population mean in median ranked set sampling.

Section: Research Paper
Published
Jun 25, 2025
Pages
54-66

Abstract

This study presents a proposal to estimate the finite population's mean of the main variable by median ranked set sampling MRSS through the generalized ratio-cum-product type exponential estimator. The relative bias PRB, mean squared error Mse, and percentage relative efficiencies PRE of the proposed estimator is obtained to the first degree of approximation. The proposed estimator are more efficient than the usual unbiased estimator, ratio, product type, and other estimators. Finally, the estimators' abilities are evaluated through simulations, showing that the proposed estimator is more efficient than several other estimators.

References

  1. - Theory and Methods,6(12), pp.1207-1211.
  2. Al-Omari, A. I., & Al-Nasser, A. D. (2018).Ratio estimation using multistage median ranked set sampling approach.Journal of statistical theory and practice,12(3),pp512-529.
  3. Syam, M., Al-Omari, A. I., & Ibrahim, K. (2017). On the mean estimation using stratified dou-
  4. Takahasi, K. and Wakimoto, K., (1968) . On unbiased estimates of the population mean based
  5. Zamanzade, E. and Al-Omari, A.I.(2016). New ranked set sampling for estimating the populat-
  6. Al-Saleh, M.F. and Samawi, H.M.,(2005).Estimation of the correlation coefficient using bivaria-
  7. Dell, T.R. and Clutter, J.L.,(1972).Ranked set sampling theory with order statistics background.
  8. Halls, L.K. and Dell,T.R.,(1966). Trial of ranked-set sampling for forage yields.Forest Science,
  9. Khan, L., Shabbir, J. and Kadilar, C.,(2016).Efficient classes of ratio-type estimators of populat-
  10. McIntyre, G.A.,(1952). A method for unbiased selective sampling, using ranked ets. Australian
  11. Muttlak, H. A. (1998). Median ranked set sampling with size biased probability of selection. Bi-
  12. Samawi, H. M., & Tawalbeh,E. M. (2002).Double median ranked set sample:comparing to other
  13. Stokes,S.(1977).Ranked set sampling with concomitant variables. Communications in Statistics
  14. (1), pp.22 -26.
  15. (1), pp.1-31.
  16. -496.
  17. Biometrics, pp.545-555.
  18. ble median ranked set sampling.American Journal of Applied Sciences,14(4),pp.496-502.
  19. double ranked samples for mean and ratio estimators.Journal of Modern Applied Statistical Met-
  20. hods,1(2), 52.
  21. ion mean and variance.Hacettepe Journal of Mathematics and Statistics,45(6), pp.1891-1905.
  22. ion mean under stratified median ranked set sampling.Pakistan Journal of Statistics,32(6),pp.47
  23. journal of agricultural research,3(4), pp.385-390.
  24. ometrical Journal: Journal of Mathematical Methods in Biosciences,40(4), pp.455-465.
  25. on the sample stratified by means of ordering.Annals of the institute of statistical mathematics,
  26. References:
  27. StatisticsTheory and Methods,34(4), pp.875-889.
  28. te ranked set sampling with application to the bivariate normal distribution.Communications in

Identifiers

Download this PDF file

Statistics

How to Cite

.AL_Rahman, R., ریکان, Mohammad, S., & سجا. (2025). Generalized ratio-cum-product type exponential estimation of the population mean in median ranked set sampling. IRAQI JOURNAL OF STATISTICAL SCIENCES, 19(1), 54–66. Retrieved from https://rjps.uomosul.edu.iq/index.php/stats/article/view/20995