Multiple Regression Viewed from Causal Inference Perspective

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  • 統計的因果推論の視点による重回帰分析
  • 統計的因果推論の視点による重回帰分析 : 日本統計学会賞受賞者特別寄稿論文
  • トウケイテキ インガ スイロン ノ シテン ニ ヨル ジュウ カイキ ブンセキ : ニホン トウケイ ガッカイショウ ジュショウシャ トクベツ キコウ ロンブン

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<p>Multiple regression analysis is, without doubt, the most important and extremely useful method of statistical data analysis. It is also a fact, however, that there are many misuses in practical applications of the method. In the present paper, in addition to the textbook description of multiple regression analysis, some issues that seem important in applying the methodology to various practical problems are examined from the viewpoint of statistical causal inference. Some paradoxical examples will be also shown that may be of interest to students attending the class of multiple regression analysis.</p>

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