Causal Inference in Theory and Practice

DOI IR (HANDLE) Open Access

Bibliographic Information

Other Title
  • ＜研究ノート＞因果推論の理論と分析手法

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Description

This paper introduces theory and practice of causal inference and discusses how to esti- mate causal effects. We fi rst discuss how randomized experiments allows us to assess causal effects and then turn to observational studies. We lay out the assumptions needed for causal inference and describe the leading analysis methods, including regression, instrumental vari- ables, regression discontinuity and differences-in-differences.

Journal

  • 年報人間科学

    年報人間科学 37 35-49, 2016-03-31

    Sociology, Anthropology and Philosophy, Graduate School of Human Sciences, Osaka University

Keywords

Details 詳細情報について

  • CRID
    1390290699782123136
  • NII Article ID
    120005704480
  • NII Book ID
    AN0020011X
  • DOI
    10.18910/54584
  • HANDLE
    11094/54584
  • ISSN
    02865149
  • Text Lang
    ja
  • Article Type
    departmental bulletin paper
  • Data Source
    • JaLC
    • IRDB
    • CiNii Articles

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