Ranked Set Sampling Based Regression Estimators in Two-Stage Sampling Design

Abstract This paper examines the use of ranked set sampling in the second stage of the two-stage sampling design to improve the regression estimator. The mean square errors of the suggested estimators are computed, and both theoretical and simulation results demonstrate improved estimates as compare...

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Bibliographic Details

Published in:	Journal of Statistical Theory and Applications (JSTA)
Main Authors:	Worthing Yanglem, Phrangstone Khongji
Format:	Article
Language:	English
Published:	Springer 2024-10-01
Subjects:	Regression estimator Cluster sampling Two-stage sampling Ranked set sampling Concomitant variable
Online Access:	https://doi.org/10.1007/s44199-024-00092-w