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文章基本信息

  • 标题:Confidence intervals for predicted outcomes in regression models for categorical outcomes
  • 本地全文:下载
  • 作者:Xu, Jun ; Long, J. Scott
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2005
  • 期号:SUPPL
  • 页码:537-559
  • 出版社:Food Distribution Research Society
  • 摘要:We discuss methods for computing confidence intervals for predictions and discrete changes in predictions for regression models for categorical outcomes. The methods include endpoint transformation, the delta method, and bootstrapping. We also describe an update to prvalue and prgen from the SPost package, which adds the ability to compute confidence intervals. The article provides several examples that illustrate the application of these methods.
  • 关键词:prvalue;prgen;confidence interval;predicted probability;discrete choice models;endpoint transformation;delta method;bootstrap
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