دورية أكاديمية

Estimation of Population Mean in the Presence of Non-Response and Measurement Error

التفاصيل البيبلوغرافية
العنوان: Estimation of Population Mean in the Presence of Non-Response and Measurement Error
المؤلفون: SUNIL KUMAR, SANDEEP BHOUGAL, N. S. NATARAJA, M. VISWANATHAIAH
المصدر: Revista Colombiana de Estadística, Vol 38, Iss 1, Pp 145-161 (2015)
بيانات النشر: Universidad Nacional de Colombia, 2015.
سنة النشر: 2015
المجموعة: LCC:Statistics
مصطلحات موضوعية: error cuadrático medio, error de medición, error de muestreo, estimación, estimador de razóon, Statistics, HA1-4737
الوصف: Under classical survey sampling theory the errors mainly studied in the estimation are sampling errors. However, often non-sampling errors are more influential to the properties of the estimator than sampling errors. This is recognized by practitioners, researchers and many great works of literature regarding non-sampling errors have been published during last two decades, especially regarding non-response error which is one of the cornerstones of the non-sampling errors. The literature handles one kind of non-sampling error at a time, although in real surveys more than one non-sampling error is usually present.In this paper, two kinds of non-sampling errors are considered at the estimation stage: non-response and measurement error. An exponential ratio type estimator has been developed to estimate the population mean of the response variable in the presence of non-response and measurement errors. Theoretically and empirically, it has been shown that the proposed estimator is more efficient than usual unbiased estimator and other existing estimators.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 0120-1751
Relation: http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-17512015000100008&lng=en&tlng=en; https://doaj.org/toc/0120-1751
DOI: 10.15446/rce.v38n1.48807
URL الوصول: https://doaj.org/article/b39d4fd3535f42de865d5da62c40ac2b
رقم الأكسشن: edsdoj.b39d4fd3535f42de865d5da62c40ac2b
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:01201751
DOI:10.15446/rce.v38n1.48807