causalis

Causalis: A Python package for causal inference.

Subpackages

• causalis.data_contracts
  • causalis.data_contracts.gate_contrast_estimate
  • causalis.data_contracts.sensitivity_analysis_result
  • causalis.data_contracts.causal_diagnostic_data
  • causalis.data_contracts.causal_estimate
  • causalis.data_contracts.panel_data_scm
  • causalis.data_contracts.panel_estimate
  • causalis.data_contracts.causaldata_instrumental
  • causalis.data_contracts.multicausal_estimate
  • causalis.data_contracts.causaldata
  • causalis.data_contracts.gate_estimate
  • causalis.data_contracts.multicausaldata
• causalis.dgp
  • causalis.dgp.panel_data_scm
    • causalis.dgp.panel_data_scm.functional
    • causalis.dgp.panel_data_scm.base
  • causalis.dgp.causaldata
    • causalis.dgp.causaldata.preperiod
    • causalis.dgp.causaldata.functional
    • causalis.dgp.causaldata.base
  • causalis.dgp.multicausaldata
    • causalis.dgp.multicausaldata.functional
    • causalis.dgp.multicausaldata.base
  • causalis.dgp.causaldata_instrumental
    • causalis.dgp.causaldata_instrumental.functional
    • causalis.dgp.causaldata_instrumental.base
  • causalis.dgp.base
• causalis.scenarios
  • causalis.scenarios.cuped
    • causalis.scenarios.cuped.diagnostics
    • causalis.scenarios.cuped.dgp
    • causalis.scenarios.cuped.model
  • causalis.scenarios.classic_rct
    • causalis.scenarios.classic_rct.inference
    • causalis.scenarios.classic_rct.dgp
    • causalis.scenarios.classic_rct.model
  • causalis.scenarios.synthetic_control
    • causalis.scenarios.synthetic_control.refutation
    • causalis.scenarios.synthetic_control.dgp
    • causalis.scenarios.synthetic_control.model
  • causalis.scenarios.unconfoundedness
    • causalis.scenarios.unconfoundedness.refutation
    • causalis.scenarios.unconfoundedness.dgp
    • causalis.scenarios.unconfoundedness.model
  • causalis.scenarios.gate
    • causalis.scenarios.gate.gate_plot
    • causalis.scenarios.gate.model
  • causalis.scenarios.multi_unconfoundedness
    • causalis.scenarios.multi_unconfoundedness.refutation
    • causalis.scenarios.multi_unconfoundedness.dgp
    • causalis.scenarios.multi_unconfoundedness.model
• causalis.shared
  • causalis.shared.rct_design
    • causalis.shared.rct_design.mde
    • causalis.shared.rct_design.split
  • causalis.shared.outcome_outliers
  • causalis.shared.confounders_balance
  • causalis.shared.outcome_plots
  • causalis.shared.outcome_stats
  • causalis.shared.sutva_validation
  • causalis.shared.srm