11.4 - Number of Interventions to Identify Causal Graphs

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In this part of the Introduction to Causal Inference course, we cover the number of interventions sufficient and necessary in the worst case to identify causal graphs. Please post questions in the YouTube comments section.

  1. Brady Neal - Causal Inference
  2. causal inference
  3. causality
  4. online course
  5. course
  6. class
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Question: Hi, I don't know if this question is too late but here it goes.
On slide 9, how does having the additional observational data increase the number of interventions from (N-1) to N instead of decreasing it. I understand that one of those 'N' interventions is the observational data. So is this observational data useless if we still need (N-1) more single interventions. I mean more data should decrease the number of additional single node interventions necessary right?

rukman-sai