Placebo Test Example

  • Research Question: “Does Wine cause Lifespan?”
  • Placebo Test: “Are Drugs and Income related?”
open and closed paths
open and closed paths
  • 8/10 paths are closed because Lifespan is a collider
What if we control for Wine?
What if we control for Wine?
  • But Wine seems necessary for the relationship between Income and Drugs (but Wine is a subset of Drugs)
  • After controlling for Wine, there are no more Open paths (but the data would probably suggest a relationship)