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文章基本信息

  • 标题:Prediction in several conventional contexts
  • 作者:Bertrand Clarke ; Jennifer Clarke
  • 期刊名称:Statistics Surveys
  • 印刷版ISSN:1935-7516
  • 出版年度:2012
  • 卷号:6
  • 页码:1-73
  • DOI:10.1214/12-SS100
  • 语种:English
  • 出版社:Statistics Surveys
  • 摘要:We review predictive techniques from several traditional branches of statistics. Starting with prediction based on the normal model and on the empirical distribution function, we proceed to techniques for various forms of regression and classification. Then, we turn to time series, longitudinal data, and survival analysis. Our focus throughout is on the mechanics of prediction more than on the properties of predictors.
  • 关键词:Prediction; prequential; IID data; time series; longitudinal data; survival analysis
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