Preliminary Estimators of Population Mean using Ranked Set Sampling in the Presence of Measurement Error and Non-Response Error

التفاصيل البيبلوغرافية
العنوان: Preliminary Estimators of Population Mean using Ranked Set Sampling in the Presence of Measurement Error and Non-Response Error
المؤلفون: Singh, Rajesh, Kumari, Anamika
سنة النشر: 2023
المجموعة: Statistics
مصطلحات موضوعية: Statistics - Methodology, Statistics - Applications, 62D05
الوصف: In order to estimate the population mean in the presence of both non-response and measurement errors that are uncorrelated, the paper presents some novel estimators employing ranked set sampling by utilizing auxiliary information.Up to the first order of approximation, the equations for the bias and mean squared error of the suggested estimators are produced, and it is found that the proposed estimators outperform the other existing estimators analysed in this study. Investigations using simulation studies and numerical examples show how well the suggested estimators perform in the presence of measurement and non-response errors. The relative efficiency of the suggested estimators compared to the existing estimators has been expressed as a percentage, and the impact of measurement errors has been expressed as a percentage computation of measurement errors.
Comment: 16 pages, 3 tables
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2311.01470
رقم الأكسشن: edsarx.2311.01470
قاعدة البيانات: arXiv