On Local Linear Regression Estimation in Sampling Surveys
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Date
2017
Journal Title
Journal ISSN
Volume Title
Publisher
Far East Journal of Theoretical Statistics
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
Description
Journal Article
Keywords
Survey, Variance, Linear Regression
Citation
Kikechi, C. B., Simwa, R. O., & Pokhariyal, G. P. (2017). On Local Linear Regression Estimation in Sampling Surveys. Far East Journal of Theoretical Statistics