Two stage least squares

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Получаемые навыки

Instrumental Variable, Propensity Score Matching, Causal Inference, Causality

Рецензии

4.7 (оценок: 149)
  • 5 stars
    116 ratings
  • 4 stars
    28 ratings
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    3 ratings
  • 2 stars
    2 ratings
CE

Jul 16, 2017

Works best on double speed (from settings menu of each video). Content is delivered in clear and relatable manner using interesting real world examples.

WF

Nov 25, 2018

This course is quite useful for me to get quick understanding of the causality and causal inference in epidemiologic studies. Thanks to Prof. Roy.

Из урока
Instrumental Variables Methods
This module focuses on causal effect estimation using instrumental variables in both randomized trials with non-compliance and in observational studies. The ideas are illustrated with an instrumental variables analysis in R.

Преподаватели

  • Jason A. Roy, Ph.D.

    Jason A. Roy, Ph.D.

    Professor of Biostatistics

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