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What are the different classifications of treatment assignment mechanisms for causal inference?
in Data Science & Statistics by Diamond (75,934 points) | 19 views

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  • Randomized experiments: strong ignorability automatically holds, good balance is (in large samples) guaranteed
  • Unconfounded observational studies: strong ignorability is assumed, balance need to be achieved
  • Quasi-experiments: looking for “natural" experiments (under assumptions)
by Diamond (75,934 points)

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