2009, English, Article, Working paper edition: A note on adapting propensity score matching and selection models to choice based samples [electronic resource] / James J. Heckman, Petra E. Todd. Heckman, James J. (James Joseph)

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Bookmark: http://trove.nla.gov.au/version/34829599
Published
  • Cambridge, MA : National Bureau of Economic Research, c2009.
Language
  • English

Edition details

Title
  • A note on adapting propensity score matching and selection models to choice based samples /​ James J. Heckman, Petra E. Todd.
Author
  • Heckman, James J. (James Joseph)
Other Authors
  • Todd, Petra E.
  • National Bureau of Economic Research
Published
  • Cambridge, MA : National Bureau of Economic Research, c2009.
Medium
  • [electronic resource]
Series
Summary
  • "The probability of selection into treatment plays an important role in matching and selection models. However, this probability can often not be consistently estimated, because of choice-based sampling designs with unknown sampling weights. This note establishes that the selection and matching procedures can be implemented using propensity scores fit on choice-based samples with misspecified weights, because the odds ratio of the propensity score fit on the choice-based sample is monotonically related to the odds ratio of the true propensity scores"--National Bureau of Economic Research web site.
Notes
  • Title from PDF file as viewed on 8/​14/​2009.
  • Includes bibliographical references.
  • Also available in print.
Technical Details
  • System requirements: Adobe Acrobat Reader.
  • Mode of access: World Wide Web.
Language
  • English
Libraries Australia ID
Contributed by
Libraries Australia

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