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  • 标题:Adapted Factor-Type Imputation Strategies
  • 本地全文:下载
  • 作者:R. Pandey ; K. Yadav ; N. S. Thakur
  • 期刊名称:Journal of Scientific Research
  • 印刷版ISSN:2070-0237
  • 电子版ISSN:2070-0245
  • 出版年度:2016
  • 卷号:8
  • 期号:3
  • 页码:321-339
  • DOI:10.3329/jsr.v8i3.27804
  • 语种:English
  • 出版社:Rajshahi University
  • 摘要:The present paper provides alternative improved Factor-Type (F-T) estimators of population mean in presence of item non-response for the practitioners. The proposed estimators have been shown to be more efficient than the four existing estimators which are more efficient than the usual ratio and the mean estimators. Optimum conditions for minimum mean squared error are obtained for the new estimators. Empirical comparisons based on three different data sets establish that the proposed estimators record least mean squared error and hence a substantial gain in Percentage Relative Efficiency (P.R.E.), over these five contemporary estimators.
  • 其他摘要:The present paper provides alternative improved Factor-Type (F-T) estimators of population mean in presence of item non-response for the practitioners. The proposed estimators have been shown to be more efficient than the four existing estimators which are more efficient than the usual ratio and the mean estimators. Optimum conditions for minimum mean squared error are obtained for the new estimators. Empirical comparisons based on three different data sets establish that the proposed estimators record least mean squared error and hence a substantial gain in Percentage Relative Efficiency (P.R.E.), over these five contemporary estimators.
  • 关键词:Auxiliary variable;Imputation;Bias;Mean Squared Error (M.S.E.);Factor-Type (F-T) Estimator.
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