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文章基本信息

  • 标题:Providing double protection for unit nonresponse with a nonlinear calibration-weighting routine
  • 本地全文:下载
  • 作者:Phillip S. Kott ; Dan Liao
  • 期刊名称:Survey Research Methods
  • 印刷版ISSN:1864-3361
  • 出版年度:2012
  • 卷号:6
  • 期号:2
  • 页码:105-111
  • 语种:English
  • 出版社:European Survey Research Association
  • 其他摘要:Given a randomly drawn sample, calibration weighting can provide double protection against the selection bias resulting from unit nonresponse. This means that if either an assumed linear prediction model or an implied unit selection model holds, the resulting estimator will be asymptotically unbiased in some sense. The functional form of the selection model when using linear alibration adjustment is dubious. We discuss an alternative, nonlinear calibration-weighting procedure and software that can, among other things, implicitly estimate a logistic-response model.
  • 其他关键词:logistic response;raking;generalized exponential form;selection model;prediction model;WTADJUST
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