Index _ | A | C | E | F | H | I | L | M | N | O | P | R | S | T | V _ __class_vars__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __private_attributes__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_complete__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_computed_fields__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_core_schema__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_custom_init__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_decorators__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_extra__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_fields__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_fields_set__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_generic_metadata__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_parent_namespace__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_post_init__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_private__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_root_model__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_serializer__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __pydantic_validator__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) __signature__ (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) _returns() (in module test_covariance) A almgren_chriss_market_impact() (in module finance_risk) (in module finance_risk.execution) (in module finance_risk.finance_risk) assets (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) C CharacteristicFactorModel (class in finance_risk) (class in finance_risk.characteristics) clean_characteristics() (in module finance_risk) (in module finance_risk.characteristics) cointegration_spread() (in module finance_risk) (in module finance_risk.cross_asset) (in module finance_risk.finance_risk) CointegrationSpread (class in finance_risk) (class in finance_risk.cross_asset) correlation_to_covariance() (in module finance_risk) (in module finance_risk.covariance) (in module finance_risk.finance_risk) covariance_to_correlation() (in module finance_risk) (in module finance_risk.covariance) (in module finance_risk.finance_risk) CovarianceEstimate (class in finance_risk) (class in finance_risk.covariance) E ExecutionTrajectory (class in finance_risk) (class in finance_risk.execution) F factor_contributions (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) factor_returns (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) factor_risk_decomposition() (in module finance_risk) (in module finance_risk.factor) (in module finance_risk.finance_risk) FactorRiskDecomposition (class in finance_risk) (class in finance_risk.factor) finance_risk module finance_risk.characteristics module finance_risk.covariance module finance_risk.cross_asset module finance_risk.execution module finance_risk.factor module finance_risk.finance_risk module fit_characteristic_factor_model() (in module finance_risk) (in module finance_risk.characteristics) frequency (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) H hedge_ratio (finance_risk.CointegrationSpread attribute) (finance_risk.cross_asset.CointegrationSpread attribute) I intercept (finance_risk.CointegrationSpread attribute) (finance_risk.cross_asset.CointegrationSpread attribute) L ledoit_wolf_covariance() (in module finance_risk) (in module finance_risk.covariance) ledoit_wolf_covariance_matrix() (in module finance_risk.finance_risk) M MarketImpactEstimate (class in finance_risk) (class in finance_risk.execution) matrix (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) method (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) model_config (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) (finance_risk.CointegrationSpread attribute) (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) (finance_risk.cross_asset.CointegrationSpread attribute) (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.ExecutionTrajectory attribute) (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) (finance_risk.MarketImpactEstimate attribute) module finance_risk finance_risk.characteristics finance_risk.covariance finance_risk.cross_asset finance_risk.execution finance_risk.factor finance_risk.finance_risk test_all test_characteristics test_covariance test_cross_asset_execution test_native_backend N nearest_positive_semidefinite() (in module finance_risk) (in module finance_risk.covariance) O oas_covariance() (in module finance_risk) (in module finance_risk.covariance) oas_covariance_matrix() (in module finance_risk.finance_risk) optimal_execution_trajectory() (in module finance_risk) (in module finance_risk.execution) (in module finance_risk.finance_risk) P permanent_impact (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.MarketImpactEstimate attribute) R remaining (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.ExecutionTrajectory attribute) residual_variance (finance_risk.CharacteristicFactorModel attribute) (finance_risk.characteristics.CharacteristicFactorModel attribute) rolling_correlation() (in module finance_risk) (in module finance_risk.cross_asset) (in module finance_risk.finance_risk) S sample_covariance() (in module finance_risk) (in module finance_risk.covariance) sample_covariance_matrix() (in module finance_risk.finance_risk) shrinkage (finance_risk.covariance.CovarianceEstimate attribute) (finance_risk.CovarianceEstimate attribute) specific_variance (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) spread (finance_risk.CointegrationSpread attribute) (finance_risk.cross_asset.CointegrationSpread attribute) spread_cost (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.MarketImpactEstimate attribute) systematic_variance (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) T temporary_impact (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.MarketImpactEstimate attribute) test_all module test_all() (in module test_all) test_characteristics module test_clean_characteristics_standardizes_columns() (in module test_characteristics) test_correlation_round_trip_and_nearest_psd() (in module test_covariance) test_covariance module test_cross_asset_correlation_cointegration_and_transfer_entropy() (in module test_cross_asset_execution) test_cross_asset_execution module test_execution_models_return_complete_schedules() (in module test_cross_asset_execution) test_fit_characteristic_factor_model_smoke() (in module test_characteristics) test_native_backend module test_native_backend_exposes_risk_kernels() (in module test_native_backend) test_public_covariance_delegates_to_native_backend() (in module test_native_backend) test_sample_covariance_keeps_assets_and_matches_numpy() (in module test_covariance) test_shrinkage_covariances_are_psd_and_report_shrinkage() (in module test_covariance) total_cost (finance_risk.execution.MarketImpactEstimate attribute) (finance_risk.MarketImpactEstimate attribute) total_variance (finance_risk.factor.FactorRiskDecomposition attribute) (finance_risk.FactorRiskDecomposition attribute) trades (finance_risk.execution.ExecutionTrajectory attribute) (finance_risk.ExecutionTrajectory attribute) transfer_entropy() (in module finance_risk) (in module finance_risk.cross_asset) (in module finance_risk.finance_risk) twap_schedule() (in module finance_risk) (in module finance_risk.execution) (in module finance_risk.finance_risk) V vwap_schedule() (in module finance_risk) (in module finance_risk.execution) (in module finance_risk.finance_risk)