On Local Linear Regression Estimation in Sampling Surveys

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dc.contributor.authorKikechi, Conlet B.
dc.contributor.authorSimwa, Richard O.
dc.contributor.authorPokhariyal, Ganesh P.
dc.date.accessioned2019-05-09T05:43:28Z
dc.date.available2019-05-09T05:43:28Z
dc.date.issued2017
dc.description.abstractA model based survey is employed to estimate the unknown values of the survey variable, using the local linear regression approach. In particular, a local linear regression estimator in model based surveys is studied. Variance comparisons are made between the derived estimator and the Nadaraya-Watson regression estimator which show that the two estimators are asymptotically equivalently efficient.en_US
dc.identifier.issn0972-0863
dc.identifier.urihttp://ir.mksu.ac.ke/handle/123456780/4415
dc.language.isoen_USen_US
dc.publisherPushpa Publishing Houseen_US
dc.subjectSurvey samplingen_US
dc.subjectAuxiliary informationen_US
dc.subjectLocal linear regression estimatoren_US
dc.subjectModel based surveysen_US
dc.subjectNonparametric regressionen_US
dc.subjectAsymptotic relative efficiencyen_US
dc.titleOn Local Linear Regression Estimation in Sampling Surveysen_US
dc.typeArticleen_US

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