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  • Data Module
    • causalis.data.causaldata.CausalData
    • causalis.data.generators.generate_rct_data
  • EDA Module
    • causalis.eda.CausalEDA
    • causalis.eda.CausalDataLite
    • causalis.eda.eda.CausalEDA.data_shape
    • causalis.eda.eda.CausalEDA.outcome_stats
    • causalis.eda.eda.CausalEDA.fit_propensity
    • causalis.eda.eda.CausalEDA.confounders_roc_auc
    • causalis.eda.eda.CausalEDA.positivity_check
    • causalis.eda.eda.CausalEDA.plot_ps_overlap
    • causalis.eda.eda.CausalEDA.confounders_means
    • causalis.eda.eda.CausalEDA.outcome_fit
    • causalis.eda.eda.CausalEDA.outcome_plots
    • causalis.eda.eda.CausalEDA.treatment_features
  • Inference Module
    • causalis.inference.ttest
    • causalis.inference.conversion_z_test
    • causalis.inference.bootstrap_diff_means
    • causalis.inference.dml_atte_source
  • Refutation Module
    • causalis.refutation.refute_placebo_outcome
    • causalis.refutation.refute_placebo_treatment
    • causalis.refutation.refute_subset
    • causalis.refutation.sensitivity_analysis
    • causalis.refutation.get_sensitivity_summary
    • causalis.refutation.refute_irm_orthogonality
  • API Reference
  • EDA Module
  • causalis.eda...

causalis.eda.eda.CausalEDA.positivity_check#

CausalEDA.positivity_check(ps=None, bounds=(0.05, 0.95))[source]#
Return type:

Dict[str, Any]

Parameters:
  • ps (ndarray | None)

  • bounds (Tuple[float, float])

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