• Title/Summary/Keyword: variance esticator

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THE CALIBRATED VARIANCE ESTIMATOR UNDER THE UNIT NONRESPONSE

  • Son, Chang-Kyoon;Hong, Ki-Hak;Lee, Gi-Sung
    • Journal of applied mathematics & informatics
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    • v.8 no.3
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    • pp.975-987
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    • 2001
  • We treat the problem of variance estimation for the estimator of population total, which is derived from the calibration estimation procedure corresponding to the levels of auxiliary information under nonresponse situation. We develop the calibrated variance estimation procedure using the fact that the population total and variance as well as the sample total and variance of the auxiliary variable are known. We show that the proposed variance estimation procedure improves the $Lundst\ddot{o}rm$ and $S\ddot{a}rndal's$ (1999) procedure with respect to the variance and nonresponse bias reduction through the simulation study.