Estimation of scale parameter of a Morgenstern type bivariate uniform distribution using censored ranked set samples

Subtitle:

Article type: Research Article

Authors: Singh, Housila P. | Mehta, Vishal^*

Affiliations: School of Studies in Statistics, Vikram University, Ujjain, Madhya Pradesh, India

Correspondence: [*] Corresponding author: Vishal Mehta, School of Studies in Statistics, Vikram University, Ujjain 456010, Madhya Pradesh, India. E-mail: visdewas@gmail.com

Abstract: In this article, we have obtained several point estimators for the estimation of the scale parameters in Morgenstern type bivariate uniform distribution (MTBUD) using censored ranked set sampling. We have also suggested some linear shrinkage estimators of scale parameter of Morgenstern type bivariate uniform distribution (MTBUD). Efficiency comparisons are also made in this work.

Keywords: Best linear unbiased estimator, censored ranked set sampling, minimum mean squared error estimator, Morgenstern type bivariate uniform distribution, shrinkage estimator

DOI: 10.3233/MAS-140315

Journal: Model Assisted Statistics and Applications, vol. 10, no. 2, pp. 139-153, 2015