A Causal Method Decision Tree

Acronyms:

  • 2SLS: two-stage least squares
  • ABN:  A/B/N tests
  • DAME/FLAME: Dynamic Almost Matching Exactly/Fast, Large-Scale Almost Matching Exactly
  • DiD: difference-in-difference
  • IV: instrumental variable
  • K-NN: K-nearest neighbor
  • ML: machine learning
  • P-Score: propensity score
  • RCT: randomized controlled trials
  • RL: reinforcement learning


⚠️ Use with caution!