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Treatment Effects Videos

A series of short “pencasts” I made to accompany the lecture notes:

• The Potential Outcomes Framework
• Conditional Independence
• Selection Bias
• Regression Adjustment
• Propensity Score Weighting

A general interest webinar on causal inference using observational data that I gave at Lady Margaret Hall on November 11th, 2020:

• How much is your degree worth? Untangling cause and effect without experiments.

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