Efficient estimation of population mean in the presence of non-response and measurement error
Efficient estimation of population mean in the presence of non-response and measurement error
Author(s): Kuldeep Kumar Tiwari, Vishwantra SharmaSubject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: non-response; measurement error; mean squared error; efficiency; mean estimation;
Summary/Abstract: In real-world surveys, non-response and measurement errors are common, therefore studyingthem together seems rational. Some population mean estimators are modified and studied in the presence of non-response and measurement errors. Bias and mean squared error expressions are derived under different cases. For all estimators, a theoretical comparison is made with the sample mean per unit estimator. The Monte-Carlo simulation is used to present a detailed picture of all estimators’ performance
Journal: Statistics in Transition. New Series
- Issue Year: 24/2023
- Issue No: 3
- Page Range: 95-116
- Page Count: 23
- Language: English
