Improved estimation of population mean using exponentially weighted moving averages for the time scaled surveys

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dc.authorid0000-0002-0284-6750
dc.authorid0000-0002-3055-7729
dc.contributor.authorBati, Bushra
dc.contributor.authorMasood, Saadia
dc.contributor.authorLatif, Muhammad Nouman
dc.date.accessioned2024-04-02T08:30:56Z
dc.date.available2024-04-02T08:30:56Z
dc.date.issued2023
dc.departmentİHÜ, Lisansüstü Eğitim Enstitüsü, İktisat Ana Bilim Dalı
dc.description.abstractThis paper we use exponentially weighted moving average (EWMA) statistic is an improved type statistic that used current and previous information to estimate the population parameter. In this article utilizes EWMA statistic to propose a ratio and product estimator for the surveys based on time scale. The proposed estimators consist of current as well as past sample information. The mean square error expressions of the proposed estimators are derived and mathematical conditions are recognized to prove the efficiency of proposed estimators. The results of simulation study it is discovered from that utilization of the past samples information the performance of estimator in expressions of efficiency. Real life examples are obtainable to determine the use of proposed estimators.
dc.identifier.citationBati, B., Masood, S. ve Latif, M. N. (2023). Improved estimation of population mean using exponentially weighted moving averages for the time scaled surveys. International Review of Management & Business Research (IRMBR), 11(2), 12-26.
dc.identifier.endpage26
dc.identifier.issn2306-9007
dc.identifier.issn2307-5953
dc.identifier.issue2
dc.identifier.startpage12
dc.identifier.urihttps://hdl.handle.net/20.500.12154/2776
dc.identifier.volume11
dc.institutionauthorLatif, Muhammad Nouman
dc.institutionauthorid0000-0002-3055-7729
dc.language.isoen
dc.publisherAcademy of IRMBR: International Research in Management & Business Realities
dc.relation.ispartofInternational Review of Management & Business Research (IRMBR)
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Öğrenci
dc.relation.publicationcategoryÖğrenci
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectExponentially Weighted Moving Average
dc.subjectRatio Estimator
dc.subjectAuxiliary Variables
dc.subjectModified Exponentially Weighted Moving Average
dc.subjectExponential Ratio-Type Estimator
dc.subjectExponential Product-Type Estimator
dc.titleImproved estimation of population mean using exponentially weighted moving averages for the time scaled surveys
dc.typeArticle
dspace.entity.typePublication

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