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Presentation
A Targeted Confounder Selection Strategy for Propensity Score Estimation
McGill University (2013)
  • Susan Gruber, Harvard School of Public Health
Abstract

These slides provide an introduction to data-adaptive propensity score estimation, and the collaborative targeted maximum likelihood estimator (C-TMLE) of van der Laan and Gruber. The notation has been greatly simplified, which makes the work accessible to a more general audience, but loses a little in the translation.

Keywords
  • C-TMLE,
  • propensity score,
  • data-adaptive estimation,
  • introduction
Disciplines
Publication Date
2013
Citation Information
Susan Gruber. "A Targeted Confounder Selection Strategy for Propensity Score Estimation" McGill University (2013)
Available at: http://works.bepress.com/sgruber/29/