On Local Linear Regression Estimation in Sampling Surveys
| dc.contributor.author | Kikechi, Conlet B. | |
| dc.contributor.author | Simwa, Richard Onyino | |
| dc.contributor.author | Pokhariyal, Ganesh P. | |
| dc.date.accessioned | 2024-09-17T08:54:33Z | |
| dc.date.available | 2024-09-17T08:54:33Z | |
| dc.date.issued | 2017 | |
| dc.description | Journal Article | |
| 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 | |
| dc.identifier.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 | |
| dc.identifier.issn | 0972-0863 | |
| dc.identifier.uri | https://repository.daystar.ac.ke/handle/123456789/5149 | |
| dc.language.iso | en | |
| dc.publisher | Far East Journal of Theoretical Statistics | |
| dc.relation.ispartofseries | 53(5) | |
| dc.subject | Survey | |
| dc.subject | Variance | |
| dc.subject | Linear Regression | |
| dc.title | On Local Linear Regression Estimation in Sampling Surveys | |
| dc.type | Article |