Intuition for Inverse Probability of Treatment Weighting (IPTW)

video-placeholder
Loading...
Lehrplan anzeigen

Kompetenzen, die Sie erwerben

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Bewertungen

4.7 (458 Bewertungen)

  • 5 stars
    76,85 %
  • 4 stars
    18,99 %
  • 3 stars
    2,18 %
  • 2 stars
    0,87 %
  • 1 star
    1,09 %

FF

29. Nov. 2017

The material is great. Just wished the professor was more active in the discussion forum. Have not showed up in the forum for weeks. At least there should be a TA or something.

LL

8. Apr. 2021

The course is very simply explained, definitely a great introduction to the subject. There are some missing links, but minor compared to overall usefulness of the course.

Aus der Unterrichtseinheit

Inverse Probability of Treatment Weighting (IPTW)

Inverse probability of treatment weighting, as a method to estimate causal effects, is introduced. The ideas are illustrated with an IPTW data analysis in R.

Unterrichtet von

  • Placeholder

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

Durchsuchen Sie unseren Katalog

Melden Sie sich kostenlos an und erhalten Sie individuelle Empfehlungen, Aktualisierungen und Angebote.