API Reference

• Coarsened Exact Matching
  • CEM_LinearInf.cem
    • CEM_LinearInf.cem.summary()
    • CEM_LinearInf.cem.cut()
    • CEM_LinearInf.cem.coarsening()
    • CEM_LinearInf.cem.weight()
    • CEM_LinearInf.cem.match()
    • CEM_LinearInf.cem.k2k_match()
    • CEM_LinearInf.cem.tunning_schema()
• Balance Checking
  • CEM_LinearInf.balance
    • CEM_LinearInf.balance.balance_assessing()
• Treatment Effect Inference
  • inference
    • inference.linear_att()
    • inference.weighted_linear_att()
    • inference.linear_dml_hte()
• Sensitivity Analysis
  • Wilcoxon’s signed rank test based sensitivity analysis
    • wilcoxon
      • wilcoxon.result()
  • Omitted variable bias based sensitivity analysis
    • ovb
      • ovb.plot_result()