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CausalKit

  • User Guide
  • Notebooks
  • API Reference
  • GitHub
  • User Guide
  • Notebooks
  • API Reference
  • GitHub

Section Navigation

  • Data Module
    • causalkit.data.causaldata.CausalData
    • causalkit.data.generators.generate_rct_data
  • Design Module
  • EDA Module
    • causalkit.eda.CausalEDA
    • causalkit.eda.CausalDataLite
    • causalkit.eda.eda.CausalEDA.data_shape
    • causalkit.eda.eda.CausalEDA.outcome_stats
    • causalkit.eda.eda.CausalEDA.fit_propensity
    • causalkit.eda.eda.CausalEDA.confounders_roc_auc
    • causalkit.eda.eda.CausalEDA.positivity_check
    • causalkit.eda.eda.CausalEDA.plot_ps_overlap
    • causalkit.eda.eda.CausalEDA.confounders_means
    • causalkit.eda.eda.CausalEDA.outcome_fit
    • causalkit.eda.eda.CausalEDA.outcome_plots
    • causalkit.eda.eda.CausalEDA.treatment_features
  • Inference Module
    • causalkit.inference.ttest
    • causalkit.inference.conversion_z_test
    • causalkit.inference.bootstrap_diff_means
    • causalkit.inference.dml
    • causalkit.inference.causalforestdml
    • causalkit.inference.dml_att
    • causalkit.inference.cate_esimand
    • causalkit.inference.gate_esimand
  • Refutation Module
    • causalkit.refutation.refute_placebo_outcome
    • causalkit.refutation.refute_placebo_treatment
    • causalkit.refutation.refute_subset
    • causalkit.refutation.sensitivity_analysis
    • causalkit.refutation.get_sensitivity_summary
    • causalkit.refutation.sensitivity_analysis_set
    • causalkit.refutation.refute_irm_orthogonality
  • API Reference

API Reference#

This section provides detailed documentation for all modules and functions in CausalKit.

  • Data Module
    • Overview
    • API Reference
  • Design Module
    • Overview
    • API Reference
  • EDA Module
    • Overview
    • API Reference
  • Inference Module
    • Overview
    • API Reference (Package)
    • ATT Utilities
    • ATE Utilities
    • CATE Utilities
    • GATE Utilities
  • Refutation Module
    • Overview
    • API Reference (Package)
    • Placebo and Subset Refutation
    • Sensitivity Analysis
    • Orthogonality Checks

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DML ATT Example

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Data Module

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