Generalized difference-based weighted mixed almost unbiased ridge estimator in partially linear models

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dc.contributor.authorAkdeniz, Fikri
dc.contributor.authorRoozbeh, Mehdi
dc.date.accessioned12.07.201910:50:10
dc.date.accessioned2019-07-12T15:25:45Z
dc.date.available12.07.201910:50:10
dc.date.available2019-07-12T15:25:45Z
dc.date.issued2017
dc.departmentFen Edebiyat Fakültesien_US
dc.description.abstractIn this paper, a generalized difference-based estimator is introduced for the vector parameter (Formula presented.) in partially linear model when the errors are correlated. A generalized difference-based almost unbiased ridge estimator is defined for the vector parameter (Formula presented.). Under the linear stochastic constraint (Formula presented.), a new generalized difference-based weighted mixed almost unbiased ridge estimator is proposed. The performance of this estimator over the generalized difference-based weighted mixed estimator, the generalized difference-based estimator, and the generalized difference-based almost unbiased ridge estimator in terms of the mean square error matrix criterion is investigated. Then, a method to select the biasing parameter k and non-stochastic weight (Formula presented.) is considered. The efficiency properties of the new estimator is illustrated by a simulation study. Finally, the performance of the new estimator is evaluated for a real dataset.en_US
dc.identifier.doi10.1007/s00362-017-0893-9
dc.identifier.endpage23en_US
dc.identifier.issn093-25026
dc.identifier.scopus2-s2.0-85014167643
dc.identifier.scopusqualityQ2
dc.identifier.startpage1en_US
dc.identifier.urihttps://doi.org/10.1007/s00362-017-0893-9
dc.identifier.urihttps://hdl.handle.net/20.500.12507/412
dc.identifier.wosWOS:000504900500014
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer New York LLCen_US
dc.relation.ispartofStatistical Papers
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDifference-Based Estimatoren_US
dc.subjectGeneralized Difference-Based Weighted Mixed Almost unbiased ridge estimatoren_US
dc.subjectGeneralized Ridge Estimatoren_US
dc.subjectPartially Linear Modelen_US
dc.subjectWeighted Mixed Estimatoren_US
dc.titleGeneralized difference-based weighted mixed almost unbiased ridge estimator in partially linear models
dc.typeArticle

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