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Important points to note in the model

  1. S is d-separate from Y. This model is thus, transportable.
  2. Absence of an edge(directed/bi-directed) between H and B denotes that they are independent according to the first assumption of the paper.
  3. Lack of a selection node on B implies that we expect the effect of Russian Roulette on mortality rate, in both NYC and LA to be the same.
  4. H must be blocked to prevent disparity and have a clean estimate. However H is un-observable and cannot be blocked via mediator (there are none)

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Updated 2020-04-26

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Data Science