Causal Factor Framework

• Calibration Constant
• get_calibration_constant_pipeline_name()
• register_risk_affected_attribute_producer()
• register_risk_affected_rate_producer()
• Risk Exposure Distribution Models
• MissingDataError
• CausalFactorDistribution
  • CausalFactorDistribution.get_configuration()
  • CausalFactorDistribution.get_exposure_data()
  • CausalFactorDistribution.setup()
  • CausalFactorDistribution.register_exposure_ppf_pipeline()
• EnsembleDistribution
  • EnsembleDistribution.setup()
  • EnsembleDistribution.get_distribution_definitions()
  • EnsembleDistribution.register_exposure_ppf_pipeline()
  • EnsembleDistribution.initialize_ensemble_propensity()
  • EnsembleDistribution.exposure_ppf()
• ContinuousDistribution
  • ContinuousDistribution.setup()
  • ContinuousDistribution.get_distribution_parameters()
  • ContinuousDistribution.register_exposure_ppf_pipeline()
  • ContinuousDistribution.register_exposure_params_pipeline()
  • ContinuousDistribution.exposure_ppf()
• PolytomousDistribution
  • PolytomousDistribution.categories
  • PolytomousDistribution.setup()
  • PolytomousDistribution.get_exposure_value_columns()
  • PolytomousDistribution.register_exposure_ppf_pipeline()
  • PolytomousDistribution.register_exposure_params_pipeline()
  • PolytomousDistribution.build_exposure_params_table()
  • PolytomousDistribution.exposure_ppf()
• DichotomousDistribution
  • DichotomousDistribution.exposed
  • DichotomousDistribution.unexposed
  • DichotomousDistribution.rename_deprecated_categories()
  • DichotomousDistribution.setup()
  • DichotomousDistribution.register_exposure_ppf_pipeline()
  • DichotomousDistribution.register_exposure_params_pipeline()
  • DichotomousDistribution.build_exposure_table()
  • DichotomousDistribution.get_exposure_data()
  • DichotomousDistribution.validate_rebin_source()
  • DichotomousDistribution.exposure_parameter_source()
  • DichotomousDistribution.exposure_ppf()
• clip()
• get_risk_distribution_parameter()
• CausalFactor Effect Models
• CausalFactorEffect
  • CausalFactorEffect.EXPOSURE_CLASS
  • CausalFactorEffect.name
  • CausalFactorEffect.get_name()
  • CausalFactorEffect.configuration_defaults
  • CausalFactorEffect.is_exposure_categorical
  • CausalFactorEffect.setup()
  • CausalFactorEffect.build_rr_lookup_table()
  • CausalFactorEffect.get_calibration_constant_data()
  • CausalFactorEffect.get_distribution_type()
  • CausalFactorEffect.load_relative_risk()
  • CausalFactorEffect.get_filtered_data()
  • CausalFactorEffect.process_categorical_data()
  • CausalFactorEffect.rebin_relative_risk_data()
  • CausalFactorEffect.get_relative_risk_source()
  • CausalFactorEffect.register_relative_risk_pipeline()
  • CausalFactorEffect.register_target_modifier()
  • CausalFactorEffect.register_calibration_constant_modifier()
• Exposure Model
• CausalFactor
  • CausalFactor.exposure_distributions
  • CausalFactor.VALID_ENTITY_TYPES
  • CausalFactor.name
  • CausalFactor.configuration_defaults
  • CausalFactor.setup()
  • CausalFactor.get_distribution_type()
  • CausalFactor.get_exposure_distribution()
  • CausalFactor.get_randomness_stream()
  • CausalFactor.register_exposure_pipeline()
  • CausalFactor.initialize_propensity()
• Utilities
• pivot_categorical()
• get_exposure_post_processor()
• load_exposure_data()