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Exploiting Neighborhood Interference with Low Order Interactions Under Unit Randomized Design

Exploiting Neighborhood Interference with Low Order Interactions Under Unit Randomized Design

Harvard CMSA via YouTube Direct link

Challenge under Network Interference

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Challenge under Network Interference

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Exploiting Neighborhood Interference with Low Order Interactions Under Unit Randomized Design

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  1. 1 Intro
  2. 2 Causal Inference Setup
  3. 3 Key Assumption: Neighborhood Interfere
  4. 4 Challenge under Network Interference
  5. 5 Brief Literature Review
  6. 6 Neighborhood Interference
  7. 7 Heterogeneous Additive Network Effects
  8. 8 Exploiting Low Order Interaction
  9. 9 Unbiasedness
  10. 10 Staggered Rollout Bernoulli Design

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