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nilshg / SynthControl.jl

Synthetic control methods in Julia
MIT License
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Outcome models: #12

Open azev77 opened 3 years ago

azev77 commented 3 years ago

Broad classes of outcome models (partly based on Athey et al) : note: time is the horizontal dimension, unit is the vertical dimension

  1. Synthetic Control Methods or Vertical Regression (VR) image
  2. Unconfoundedness or Horizontal Regression (HZ) image
  3. Matrix Completion (MC) Methods: image {using nuclear norm}
  4. Ensemble Methods (Vertical Cross-Validation (VC) or Horizontal Cross-Validation (HC))
  5. Time-series forecast methods {especially w/ prediction intervals}