Estimating Causal Effects in Nonexperimental Studies

Research output: Chapter in Book/Report/Conference proceedingChapter

Original languageEnglish (US)
Title of host publicationApplied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives
Subtitle of host publicationAn Essential Journey with Donald Rubin's Statistical Family
PublisherWiley-Blackwell
Pages25-35
Number of pages11
ISBN (Electronic)9780470090459
ISBN (Print)047009043X, 9780470090435
DOIs
StatePublished - Jul 14 2005

Keywords

  • Current Population Survey [CPS]
  • Lalonde data
  • National Supported Work (NSW)
  • National Supported Work Data (NSW)
  • Panel Survey of Income Dynamics [PSID]
  • Propensity score

ASJC Scopus subject areas

  • Mathematics(all)

Cite this

Dehejia, R. (2005). Estimating Causal Effects in Nonexperimental Studies. In Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family (pp. 25-35). Wiley-Blackwell. https://doi.org/10.1002/0470090456.ch3