On Local Linear Regression Estimation In Sampling Surveys

dc.contributor.author	Kikechi, Conlet Biketi
dc.contributor.author	Simwa, Richard Onyino
dc.contributor.author	Pokhariyal, Ganesh P.
dc.date.accessioned	2020-03-13T09:32:30Z
dc.date.available	2020-03-13T09:32:30Z
dc.date.issued	2017-10
dc.identifier.issn	0972-0863
dc.identifier.uri	http://erepository.uonbi.ac.ke/handle/11295/109328
dc.description.abstract	A 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.language.iso	en	en_US
dc.relation.ispartofseries	Far East Journal of Theoretical Statistics;Volume 53, Number 5
dc.rights	Attribution-NonCommercial-NoDerivs 3.0 United States	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.subject	Survey sampling	en_US
dc.subject	Auxiliary information	en_US
dc.subject	Local linear regression estimator	en_US
dc.subject	Model based surveys	en_US
dc.subject	Nonparametric regression	en_US
dc.subject	Asymptotic relative efficiency	en_US
dc.title	On Local Linear Regression Estimation In Sampling Surveys	en_US
dc.type	Article	en_US

Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 United States