English, Article, Journal or magazine article edition: Causal inference with observational data: Regression discontinuity and other methods in Stata Austin Nichols

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Bookmark: http://trove.nla.gov.au/version/22801
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • Causal inference with observational data: Regression discontinuity and other methods in Stata
Author
  • Austin Nichols
Physical Description
  • preprint
Notes
  • This overview of implementing quasi-experimental methods of estimating causal impacts (panel methods, matching estimators, instrumental variables, and regression discontinuity) emphasizes practical considerations and Stata-specific approaches. I pay particular attention to the regression discontinuity method, which seems to be less well-known in the larger community of Stata users, but is the most well regarded of the quasi-experimental methods in those circumstances where it is appropriate. We will also examine some examples of hybrid applications of these estimation techniques.
  • RePEc:boc:dsug09:02
Language
  • English
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