Work

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

Year: 2024

Type: article

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 compared to the conventional sampling methods, particularly in situations with limited resources or costly measurements. This approach provides a promising method for enhancing regression analysis in complex sampling scenarios.

Source: Journal of Statistical Theory and Applications

DOI: 10.1007/s44199-024-00092-w

Authors: Worthing Yanglem, Phrangstone Khongji

Institution: North Eastern Hill University

Language: English

Topic: Survey Sampling and Estimation Techniques

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $1,390

OpenAlex ID: W4403204344

FWCI: 0.686

Cites: 11

Cited by: 2

Related to: 10