- Autor
- Oladugba Abimibola Victoria (University of Nigeria, Nsukka, Nigeria), Babatunde Oluwagbenga T. (University of Nigeria, Nsukka, Nigeria)
- Tytuł
- Improved Calibration Estimation of Population Mean in Stratified Sampling Using Two Auxiliary Variables
- Źródło
- Statistics in Transition, 2024, vol. 25, nr 1, s. 77-91, tab., bibliogr. 17 poz.
- Słowa kluczowe
- Kalibracja, Estymatory, Symulacja, Estymacja
Calibration, Estimators, Simulation, Estimation - Uwagi
- summ.
- Abstrakt
- In this paper, a new improved calibration estimator for the population mean in a stratified sampling was proposed using two auxiliary variables. A simulation study was carried out to evaluate the performance and efficiency of the proposed estimator with respect to three estimators considered in the literature for estimating the population mean in a stratified sampling using two auxiliary variables. The results showed that the new estimator proved to be more efficient than the three existing estimators considered. (original abstract)
- Dostępne w
- Biblioteka Główna Uniwersytetu Ekonomicznego w Krakowie
Biblioteka SGH im. Profesora Andrzeja Grodka - Pełny tekst
- Pokaż
- Bibliografia
-
- Adubi, A. S., Babatunde, O. T., and Ude, I. O., (2022). Modified ratio estimators for population means with two auxiliary parameters using calibration weights. Asian Journal of Probability and Statistics, 20(4), pp. 169-183.
- Agunbiade, D., Ogunyinka, P., (2013). Effect of correlation level on the use of auxiliary variable in double sampling for regression estimation. Open Journal of Statistics, 3(5), pp. 312-318.
- Alam, S., Singh, S., and Shabbir, J., (2019). New methodology of calibration in stratified sampling. Proceedings of JSM-Survey Research Methods Section.
- Alam, S., Shabbir, J., (2020). Calibration estimation of mean by using double use of auxiliary information. Communications in Statistics - Simulations and Computation, https://doi.org/10.1080/03610918.2020.1749660.
- Babatunde, O. T., Oladugba, A. V., Ude, I. O., and Adubi, A. S., (2023) Calibration estimation of population mean in stratified sampling using standard deviation. Quality & Quantity, https://doi.org/10.1007/s11135-023-01737-1.
- Deville, J. C., Sarndal, C., -E., (1992). Calibration estimators in survey sampling. Journal of the American Statistical Association, 87(418), pp. 376-382.
- Garg, N., Pachori, M., (2019). Use of coefficient of variation in calibration estimation of population mean in stratified sampling. Communications in Statistics - Theory and Methods, https://doi.org/10.1080/03610926.2019.1622729.
- Kadilar, C., Cingi, H., (2006). Improvement in estimating the population mean in simple random sampling. Applied Mathematics Letters, 19, pp. 75-79.
- Koyuncu, N., Kadilar, C., (2016). Calibration weighting in stratified random sampling. Communications in Statistics: Simulation and Computation, 45(7), pp. 2267-2275.
- Oladugba, A. V., Adubi, A. S., Okafor, F. C., Babatunde, O. T. and Adubi, P. C., (2023). Calibrated estimators for population means using standard deviation of auxiliary variable. Journal of the Indian Society for Probability and Statistics, https://doi.org/10.1007/s41096-023-00167-4.
- Ozgul, N., (2018). New calibration estimator based on two auxiliary variables in stratified sampling. Communication in Statistics - Theory and Methods, https://doi.org/10.1080/03610926.2018.1433852.
- Rao, D., Khan, M., and Khan, S., (2012). Mathematical programming on multivariate calibration estimation in stratified sampling. World Academy of Science, Engineering and Technology, 72, pp. 12-27.
- Rao, D., Tekabu, T., and Khan, M., (2016). New calibration estimators in stratified sampling. In Computer Science and Engineering (APWC on CSE), 3rd Asia-Pacific World Congress Nadi, Fijion, December 5-6, pp. 66-70, IEEE.
- Rai, P. K., Singh, A., and Qasim, M., (2021). Calibration-based estimators using different distance measures under two auxiliary variables: a comparative study. Journal of Modern Applied Statisticsl Methods, 19(1), pp. 1-20.
- Sarndal, C. -E., Swensson, B., and Wretman, J., (1992). Model assisted survey sampling. New York: Springer-Verlag Publishing, https://doi.org/10.1007/978-1-4612-4378-6.
- Sisodia, B. V. S., Singh, S., and Singh, S. K., (2017). Calibration approach estimation of the mean in stratified sampling and stratified double sampling. Communications in Statistics - Theory and Methods, 46(10), pp. 4932-4942.
- Tracey, D. S., Singh, S., and Arnab, R., (2003). Note on calibration in stratified and double Sampling. Survey Methodology, 29(1), pp. 99-104.
- Cytowane przez
- ISSN
- 1234-7655
- Język
- eng
- URI / DOI
- http://dx.doi.org/10.59170/stattrans-2024-005
