Risk Modeling Tools

• Risk Exposure Model
• Risk
  • Risk.CONFIGURATION_DEFAULTS
  • Risk.configuration_defaults
  • Risk.columns_created
  • Risk.initialization_requirements
  • Risk.setup()
  • Risk.get_exposure_distribution()
  • Risk.get_randomness_stream()
  • Risk.get_propensity_pipeline()
  • Risk.get_exposure_pipeline()
  • Risk.on_initialize_simulants()
  • Risk.get_current_exposure()
• Risk Data Transformations
• pivot_categorical()
• get_distribution_data()
• get_exposure_post_processor()
• load_distribution_data()
• get_distribution_type()
• get_exposure_data()
• load_exposure_data()
• get_exposure_standard_deviation_data()
• get_exposure_distribution_weights()
• rebin_exposure_data()
• get_relative_risk_data()
• load_relative_risk_data()
• generate_relative_risk_from_distribution()
• rebin_relative_risk_data()
• get_exposure_effect()
• get_population_attributable_fraction_data()
• validate_distribution_data_source()
• validate_relative_risk_data_source()
• validate_relative_risk_rebin_source()
• validate_rebin_source()
• Risk Exposure Distribution Models
• MissingDataError
• SimulationDistribution
  • SimulationDistribution.setup()
  • SimulationDistribution.ppf()
• EnsembleSimulation
  • EnsembleSimulation.columns_created
  • EnsembleSimulation.initialization_requirements
  • EnsembleSimulation.setup()
  • EnsembleSimulation.get_parameters()
  • EnsembleSimulation.on_initialize_simulants()
  • EnsembleSimulation.ppf()
• ContinuousDistribution
  • ContinuousDistribution.setup()
  • ContinuousDistribution.get_parameters()
  • ContinuousDistribution.ppf()
• PolytomousDistribution
  • PolytomousDistribution.setup()
  • PolytomousDistribution.get_categories()
  • PolytomousDistribution.get_exposure_parameters()
  • PolytomousDistribution.ppf()
• DichotomousDistribution
  • DichotomousDistribution.setup()
  • DichotomousDistribution.exposure()
  • DichotomousDistribution.ppf()
• get_distribution()
• clip()
• Risk Effect Models
• RiskEffect
  • RiskEffect.CONFIGURATION_DEFAULTS
  • RiskEffect.configuration_defaults
  • RiskEffect.setup()
  • RiskEffect.get_distribution_type()
  • RiskEffect.get_risk_exposure()
  • RiskEffect.get_relative_risk_source()
  • RiskEffect.get_population_attributable_fraction_source()
  • RiskEffect.get_target_modifier()
  • RiskEffect.register_target_modifier()
  • RiskEffect.register_paf_modifier()
• Special Risk Implementations
  • Low Birth Weight and Short Gestation
  • LBWSGDistribution
  • LBWSGRisk
  • LBWSGRiskEffect