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文章基本信息

  • 标题:General Remedies to Local Problems: An Applied Researcher’s Manual to Multiple Imputation
  • 本地全文:下载
  • 作者:Kyureghian, Gayaneh ; Capps, Oral, Jr. ; Nayga, Rodolfo M., Jr.
  • 期刊名称:Journal of Agribusiness
  • 印刷版ISSN:0738-8950
  • 出版年度:2011
  • 期号:Suppl
  • 出版社:Journal of Agribusiness
  • 摘要:Nonresponse is a pervasive and persistent problem in survey data. This research reviews several methods for imputing missing values. A special emphasis is placed on the multiple imputation methods as a more generalizable advanced remedy to missingness. An empirical application of these methods, along with a regression or conditional mean imputation, is provided. Contingent upon certain properties of data, inference based guidance to the choice and implementation of these methods is provided.
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