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  • 标题:Approximation of Finite Population Totals Using Lagrange Polynomial
  • 本地全文:下载
  • 作者:Lamin Kabareh ; Thomas Mageto ; Benjamin Muema
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2017
  • 卷号:07
  • 期号:04
  • 页码:689-701
  • DOI:10.4236/ojs.2017.74048
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:Approximation of finite population totals in the presence of auxiliary information is considered. A polynomial based on Lagrange polynomial is proposed. Like the local polynomial regression, Horvitz Thompson and ratio estimators, this approximation technique is based on annual population total in order to fit in the best approximating polynomial within a given period of time (years) in this study. This proposed technique has shown to be unbiased under a linear polynomial. The use of real data indicated that the polynomial is efficient and can approximate properly even when the data is unevenly spaced.
  • 关键词:Lagrange Polynomial;Approximation;Finite Population Total;Auxiliary Information;Local Polynomial Regression;Horvitz Thompson and Ratio Estimator
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