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On the Adaptive Nadaraya-Watson Kernel Estimator for the Discontinuity in the Presence of Jump Size

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dc.creator KOYUNCU, Nursel
dc.creator HANIF, Muhammad
dc.creator SHAHZADI, Shabnam
dc.creator SHAHZAD, Usman
dc.date 2018-08-15T00:00:00Z
dc.date.accessioned 2019-07-09T12:00:49Z
dc.date.available 2019-07-09T12:00:49Z
dc.identifier http://dergipark.org.tr/sdufenbed/issue/38975/456336
dc.identifier
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/46942
dc.description In this paper, we studied an Adaptive Nadaraya Watson kernel estimator to check the bias effect on both side of the discontinuity in the presence of jump size for regression discontinuity model. We have proposed the modified Adaptive Nadaraya Watson kernel estimator and derived its normality andvariance. We have also compared with the asymptotic normality of the Mean Integrated Square Error (MISE) of Adaptive Nadaraya Watson kernel estimator and Nadaraya Watson kernel estimator. The results obtained from the simulation study have showed that Adaptive Nadaraya Watson estimator has better performance than the Nadaraya Watson Kernel estimator.
dc.format application/pdf
dc.publisher Süleyman Demirel University
dc.publisher Süleyman Demirel Üniversitesi
dc.relation http://dergipark.org.tr/download/article-file/528934
dc.source Volume: 22, Issue: 2 511-520 en-US
dc.source 1308-6529
dc.subject Adaptive Nadaraya Watson,Jump size; Mean Integrated Square Error; Rate of convergence
dc.title On the Adaptive Nadaraya-Watson Kernel Estimator for the Discontinuity in the Presence of Jump Size en-US
dc.type info:eu-repo/semantics/article


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