Intuition for Inverse Probability of Treatment Weighting (IPTW)

video-placeholder
Loading...
Просмотреть программу курса

Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 383)

  • 5 stars
    78,59 %
  • 4 stars
    17,49 %
  • 3 stars
    2,08 %
  • 2 stars
    0,78 %
  • 1 star
    1,04 %

FF

29 нояб. 2017 г.

Filled StarFilled StarFilled StarFilled StarFilled Star

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 апр. 2021 г.

Filled StarFilled StarFilled StarFilled StarFilled Star

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.

Из урока

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.

Преподаватели

  • Placeholder

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

Ознакомьтесь с нашим каталогом

Присоединяйтесь бесплатно и получайте персонализированные рекомендации, обновления и предложения.