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test case 3: core stats #17

@mattsecrest

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@mattsecrest

QC Phase 3: Core Statistical Methods

Core estimators. QC for numerical correctness, edge cases, and agreement with known/published results.

  • EC_IPW_OPT() — IPW with optimal weighting
  • EC_AIPW_OPT() — AIPW with optimal weighting
  • DID_EC_IPW() — DID with inverse probability weighting
  • DID_EC_AIPW() — DID with augmented IPW
  • DID_EC_OR() — DID with outcome regression
  • SCM() — Structural causal model
  • lambdacv() — cross-validation for SCM lambda selection

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