Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z _ __dir__() (bamengine.SimulationResults method) __getattr__() (bamengine.Simulation method) (bamengine.SimulationResults method) __getitem__() (bamengine.SimulationResults method) __init__() (bamengine.config.schema.Config method) (bamengine.core.event.Event method) (bamengine.core.pipeline.Pipeline method) (bamengine.core.pipeline.RepeatedEvent method) (bamengine.core.relationship.Relationship method) (bamengine.core.role.Role method) (bamengine.Economy method) (bamengine.events.bankruptcy.FirmsUpdateNetWorth method) (bamengine.events.bankruptcy.MarkBankruptBanks method) (bamengine.events.bankruptcy.MarkBankruptFirms method) (bamengine.events.bankruptcy.SpawnReplacementBanks method) (bamengine.events.bankruptcy.SpawnReplacementFirms method) (bamengine.events.credit_market.BanksDecideCreditSupply method) (bamengine.events.credit_market.BanksDecideInterestRate method) (bamengine.events.credit_market.CreditMarketRound method) (bamengine.events.credit_market.FirmsCalcFinancialFragility method) (bamengine.events.credit_market.FirmsDecideCreditDemand method) (bamengine.events.credit_market.FirmsFireWorkers method) (bamengine.events.credit_market.FirmsPrepareLoanApplications method) (bamengine.events.economy_stats.UpdateAvgMktPrice method) (bamengine.events.goods_market.ConsumersCalcPropensity method) (bamengine.events.goods_market.ConsumersDecideFirmsToVisit method) (bamengine.events.goods_market.ConsumersDecideIncomeToSpend method) (bamengine.events.goods_market.ConsumersFinalizePurchases method) (bamengine.events.goods_market.GoodsMarketRound method) (bamengine.events.labor_market.AdjustMinimumWage method) (bamengine.events.labor_market.CalcInflationRate method) (bamengine.events.labor_market.FirmsCalcWageBill method) (bamengine.events.labor_market.FirmsDecideWageOffer method) (bamengine.events.labor_market.LaborMarketRound method) (bamengine.events.labor_market.WorkersDecideFirmsToApply method) (bamengine.events.planning.FirmsDecideDesiredLabor method) (bamengine.events.planning.FirmsDecideDesiredProduction method) (bamengine.events.planning.FirmsDecideVacancies method) (bamengine.events.planning.FirmsFireExcessWorkers method) (bamengine.events.planning.FirmsPlanBreakevenPrice method) (bamengine.events.planning.FirmsPlanPrice method) (bamengine.events.production.FirmsPayWages method) (bamengine.events.production.FirmsRunProduction method) (bamengine.events.production.WorkersReceiveWage method) (bamengine.events.production.WorkersUpdateContracts method) (bamengine.events.revenue.FirmsCollectRevenue method) (bamengine.events.revenue.FirmsPayDividends method) (bamengine.events.revenue.FirmsValidateDebtCommitments method) (bamengine.relationships.loanbook.LoanBook method) (bamengine.roles.borrower.Borrower method) (bamengine.roles.consumer.Consumer method) (bamengine.roles.employer.Employer method) (bamengine.roles.lender.Lender method) (bamengine.roles.producer.Producer method) (bamengine.roles.shareholder.Shareholder method) (bamengine.roles.worker.Worker method) (bamengine.Simulation method) (bamengine.SimulationResults method) __init_subclass__() (bamengine.core.event.Event class method) (bamengine.core.relationship.Relationship class method) (bamengine.core.role.Role class method) __len__() (bamengine.core.pipeline.Pipeline method) __post_init__() (bamengine.core.pipeline.Pipeline method) __repr__() (bamengine.core.event.Event method) (bamengine.core.pipeline.Pipeline method) (bamengine.core.relationship.Relationship method) (bamengine.core.role.Role method) (bamengine.SimulationResults method) A actual (validation.types.MetricResult attribute) actual production add() (in module bamengine.ops) AdjustMinimumWage (class in bamengine.events.labor_market) agent aggregate_by_source() (bamengine.core.relationship.Relationship method) aggregate_by_target() (bamengine.core.relationship.Relationship method) all() (in module bamengine.ops) analyze_parameter_patterns() (in module calibration.analysis) any() (in module bamengine.ops) append_edges() (bamengine.core.relationship.Relationship method) append_loans_batch() (bamengine.relationships.loanbook.LoanBook method) append_loans_for_lender() (bamengine.relationships.loanbook.LoanBook method) apply_hooks() (bamengine.core.pipeline.Pipeline method) ar_coeffs (validation.robustness.internal_validity.SeedAnalysis attribute) ar_order (validation.robustness.internal_validity.SeedAnalysis attribute) ar_r_squared (validation.robustness.internal_validity.SeedAnalysis attribute) arange() (in module bamengine.ops) argsort() (in module bamengine.ops) array() (in module bamengine.ops) asarray() (in module bamengine.ops) assign() (in module bamengine.ops) auto-registration available() (bamengine.SimulationResults method) avg_mkt_price (bamengine.Economy attribute) avg_mkt_price_history (bamengine.Economy attribute) avg_price (validation.robustness.internal_validity.SeedTimeSeries attribute) avg_productivity (validation.robustness.internal_validity.SeedTimeSeries attribute) avg_time_per_run (calibration.morris.MorrisResult attribute) (calibration.sensitivity.SensitivityResult attribute) B bad debt bamengine.AgentId (in module bamengine) bamengine.Bool (in module bamengine) bamengine.config module bamengine.config.schema module bamengine.config.validator module bamengine.core module bamengine.core.decorators module bamengine.core.event module bamengine.core.pipeline module bamengine.core.registry module bamengine.core.relationship module bamengine.core.role module bamengine.economy module bamengine.events module bamengine.events.bankruptcy module bamengine.events.credit_market module bamengine.events.economy_stats module bamengine.events.goods_market module bamengine.events.labor_market module bamengine.events.planning module bamengine.events.production module bamengine.events.revenue module bamengine.Float (in module bamengine) bamengine.Int (in module bamengine) bamengine.logging module bamengine.ops module bamengine.relationships module bamengine.relationships.loanbook module bamengine.Rng (in module bamengine) bamengine.roles module bamengine.roles.borrower module bamengine.roles.consumer module bamengine.roles.employer module bamengine.roles.lender module bamengine.roles.producer module bamengine.roles.shareholder module bamengine.roles.worker module bamengine.simulation module bamengine.typing module bamengine.utils module BamLogger (class in bamengine.logging) bank bankruptcy BanksDecideCreditSupply (class in bamengine.events.credit_market) BanksDecideInterestRate (class in bamengine.events.credit_market) base_combined (calibration.cost.SwapResult attribute) baseline (validation.robustness.sensitivity.ExperimentResult property) baseline_comovements (validation.robustness.internal_validity.InternalValidityResult attribute) baseline_idx (validation.robustness.sensitivity.ExperimentResult attribute) baseline_score (calibration.sensitivity.PairInteraction attribute) (calibration.sensitivity.PairwiseResult attribute) (calibration.sensitivity.SensitivityResult attribute) (validation.types.BufferStockValidationScore attribute) baseline_validity (validation.robustness.structural.PAExperimentResult attribute) baseline_value (validation.robustness.experiments.Experiment attribute) best_score (calibration.sensitivity.ParameterSensitivity attribute) best_value (calibration.sensitivity.ParameterSensitivity attribute) beta (bamengine.config.schema.Config attribute) (bamengine.Simulation property) beveridge_corr (validation.robustness.internal_validity.SeedAnalysis attribute) bincount() (in module bamengine.ops) blend_alpha (validation.types.BufferStockValidationScore attribute) bor (bamengine.Simulation attribute) Borrower borrower (bamengine.relationships.loanbook.LoanBook property) Borrower (class in bamengine.roles.borrower) breakeven price breakeven_price (bamengine.roles.producer.Producer attribute) buffer stock BufferStock (class in extensions.buffer_stock) (class in extensions.buffer_stock.role) BufferStockValidationScore (class in validation.types) build_focused_grid() (in module calibration.grid) burn_in (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.SensitivityResult attribute) business cycle C CalcInflationRate (class in bamengine.events.labor_market) calibrated_metrics (calibration.analysis.ComparisonResult attribute) calibrated_score (calibration.analysis.ComparisonResult attribute) calibration.analysis module calibration.cost module calibration.cross_eval module calibration.grid module calibration.io module calibration.morris module calibration.parameter_space module calibration.reporting module calibration.rescreen module calibration.screening module calibration.sensitivity module calibration.stability module calibration.sweep module CalibrationResult (class in calibration.analysis) cap_factor (bamengine.config.schema.Config attribute) (bamengine.Simulation property) capacity (bamengine.core.relationship.Relationship attribute) cardinality (bamengine.core.relationship.Relationship attribute) (bamengine.relationships.loanbook.LoanBook attribute) check_improvement() (in module validation.scoring) check_mean_tolerance() (in module validation.scoring) check_outlier_penalty() (in module validation.scoring) check_pct_within_target() (in module validation.scoring) check_range() (in module validation.scoring) check_type (validation.types.MetricSpec attribute) classification (calibration.cost.SwapResult attribute) classify_cost() (in module calibration.cost) clear_callbacks() (bamengine.core.pipeline.Pipeline method) clear_registry() (in module bamengine.core.registry) clip() (in module bamengine.ops) collapse_rate (validation.robustness.internal_validity.InternalValidityResult property) (validation.robustness.sensitivity.ValueResult property) collapsed (bamengine.Economy attribute) (validation.robustness.internal_validity.SeedAnalysis attribute) (validation.robustness.internal_validity.SeedTimeSeries attribute) collect flag collect_config (validation.types.Scenario attribute) collectables() (bamengine.Simulation method) combined_score (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) (calibration.sensitivity.PairInteraction attribute) (calibration.sweep.StageResult attribute) comovements (validation.robustness.internal_validity.SeedAnalysis attribute) compare_configs() (in module calibration.analysis) ComparisonResult (class in calibration.analysis) compute_combined_score() (in module validation.scoring) compute_metrics (validation.types.Scenario attribute) compute_scenario_tension() (in module calibration.cross_eval) compute_sensitivity_collapse() (in module calibration.rescreen) con (bamengine.Simulation attribute) Config config (bamengine.Simulation attribute) (bamengine.SimulationResults attribute) Config (class in bamengine.config.schema) config (validation.types.ValidationScore attribute) config_overrides (validation.robustness.sensitivity.ValueResult attribute) ConfigValidator (class in bamengine.config.validator) conflicts (calibration.sensitivity.PairwiseResult property) Consumer (class in bamengine.roles.consumer) consumer_matching (bamengine.config.schema.Config attribute) ConsumersCalcBufferStockPropensity (class in extensions.buffer_stock) (class in extensions.buffer_stock.events) ConsumersCalcPropensity (class in bamengine.events.goods_market) ConsumersDecideBufferStockSpending (class in extensions.buffer_stock) (class in extensions.buffer_stock.events) ConsumersDecideFirmsToVisit (class in bamengine.events.goods_market) ConsumersDecideIncomeToSpend (class in bamengine.events.goods_market) ConsumersFinalizePurchases (class in bamengine.events.goods_market) consumption budget contract_expired (bamengine.roles.worker.Worker attribute) count_combinations() (in module calibration.grid) create_default_pipeline() (in module bamengine.core.pipeline) create_run_dir() (in module calibration.io) credit market credit supply credit_demand (bamengine.roles.borrower.Borrower attribute) credit_supply (bamengine.roles.lender.Lender attribute) CreditMarketRound (class in bamengine.events.credit_market) CRITICAL (in module bamengine.logging) cross-correlation cross_correlation() (in module validation.robustness.stats) cross_sim_stats (validation.robustness.internal_validity.InternalValidityResult attribute) current_labor (bamengine.roles.employer.Employer attribute) D data (bamengine.SimulationResults property) debt (bamengine.relationships.loanbook.LoanBook attribute) debt_per_borrower() (bamengine.relationships.loanbook.LoanBook method) DEBUG (in module bamengine.logging) decorator registration default_config (validation.types.Scenario attribute) default_metrics (calibration.analysis.ComparisonResult attribute) default_pipeline.yml default_score (calibration.analysis.ComparisonResult attribute) defaults.yml degenerate (validation.robustness.internal_validity.SeedAnalysis attribute) degenerate_rate (validation.robustness.internal_validity.InternalValidityResult property) (validation.robustness.sensitivity.ValueResult property) degenerate_reasons (validation.robustness.internal_validity.SeedAnalysis attribute) degraded_metrics (validation.types.BufferStockValidationScore attribute) delete_checkpoint() (in module calibration.screening) delta (bamengine.config.schema.Config attribute) (bamengine.Simulation property) (calibration.cost.SwapResult attribute) description (validation.robustness.experiments.Experiment attribute) desired production desired_labor (bamengine.roles.employer.Employer attribute) desired_production (bamengine.roles.producer.Producer attribute) divide() (in module bamengine.ops) dividend dividends (bamengine.roles.shareholder.Shareholder attribute) drop_rows() (bamengine.core.relationship.Relationship method) (bamengine.relationships.loanbook.LoanBook method) E ec (bamengine.Simulation attribute) economy Economy (class in bamengine) economy data economy_data (bamengine.SimulationResults attribute) economy_metrics (bamengine.SimulationResults property) ECS effects (calibration.morris.MorrisResult attribute) elementary_effects (calibration.morris.MorrisParameterEffect attribute) emp (bamengine.Simulation attribute) employed (bamengine.roles.worker.Worker property) Employer employer (bamengine.roles.worker.Worker attribute) Employer (class in bamengine.roles.employer) employer_prev (bamengine.roles.worker.Worker attribute) empty() (in module bamengine.ops) EntryExperimentResult (class in validation.robustness.structural) EPS (in module bamengine.utils) equal() (in module bamengine.ops) equity_base (bamengine.roles.lender.Lender attribute) ERROR (in module bamengine.logging) evaluate_cross_scenario() (in module calibration.cross_eval) evaluate_stability() (in module calibration.stability) event (bamengine.core.pipeline.RepeatedEvent attribute) Event (class in bamengine.core.event) event() (in module bamengine.core.decorators) events (bamengine.core.pipeline.Pipeline attribute) execute() (bamengine.core.event.Event method) (bamengine.core.pipeline.Pipeline method) (bamengine.core.pipeline.RepeatedEvent method) (bamengine.events.bankruptcy.FirmsUpdateNetWorth method) (bamengine.events.bankruptcy.MarkBankruptBanks method) (bamengine.events.bankruptcy.MarkBankruptFirms method) (bamengine.events.bankruptcy.SpawnReplacementBanks method) (bamengine.events.bankruptcy.SpawnReplacementFirms method) (bamengine.events.credit_market.BanksDecideCreditSupply method) (bamengine.events.credit_market.BanksDecideInterestRate method) (bamengine.events.credit_market.CreditMarketRound method) (bamengine.events.credit_market.FirmsCalcFinancialFragility method) (bamengine.events.credit_market.FirmsDecideCreditDemand method) (bamengine.events.credit_market.FirmsFireWorkers method) (bamengine.events.credit_market.FirmsPrepareLoanApplications method) (bamengine.events.economy_stats.UpdateAvgMktPrice method) (bamengine.events.goods_market.ConsumersCalcPropensity method) (bamengine.events.goods_market.ConsumersDecideFirmsToVisit method) (bamengine.events.goods_market.ConsumersDecideIncomeToSpend method) (bamengine.events.goods_market.ConsumersFinalizePurchases method) (bamengine.events.goods_market.GoodsMarketRound method) (bamengine.events.labor_market.AdjustMinimumWage method) (bamengine.events.labor_market.CalcInflationRate method) (bamengine.events.labor_market.FirmsCalcWageBill method) (bamengine.events.labor_market.FirmsDecideWageOffer method) (bamengine.events.labor_market.LaborMarketRound method) (bamengine.events.labor_market.WorkersDecideFirmsToApply method) (bamengine.events.planning.FirmsDecideDesiredLabor method) (bamengine.events.planning.FirmsDecideDesiredProduction method) (bamengine.events.planning.FirmsDecideVacancies method) (bamengine.events.planning.FirmsFireExcessWorkers method) (bamengine.events.planning.FirmsPlanBreakevenPrice method) (bamengine.events.planning.FirmsPlanPrice method) (bamengine.events.production.FirmsPayWages method) (bamengine.events.production.FirmsRunProduction method) (bamengine.events.production.WorkersReceiveWage method) (bamengine.events.production.WorkersUpdateContracts method) (bamengine.events.revenue.FirmsCollectRevenue method) (bamengine.events.revenue.FirmsPayDividends method) (bamengine.events.revenue.FirmsValidateDebtCommitments method) (extensions.buffer_stock.ConsumersCalcBufferStockPropensity method) (extensions.buffer_stock.ConsumersDecideBufferStockSpending method) (extensions.buffer_stock.events.ConsumersCalcBufferStockPropensity method) (extensions.buffer_stock.events.ConsumersDecideBufferStockSpending method) (extensions.rnd.events.FirmsApplyProductivityGrowth method) (extensions.rnd.events.FirmsComputeRnDIntensity method) (extensions.rnd.events.FirmsDeductRnDExpenditure method) (extensions.rnd.FirmsApplyProductivityGrowth method) (extensions.rnd.FirmsComputeRnDIntensity method) (extensions.rnd.FirmsDeductRnDExpenditure method) (extensions.taxation.events.FirmsTaxProfits method) (extensions.taxation.FirmsTaxProfits method) exiting_banks (bamengine.Economy attribute) exiting_firms (bamengine.Economy attribute) exp() (in module bamengine.ops) expected_demand (bamengine.roles.producer.Producer attribute) Experiment (class in validation.robustness.experiments) experiment (validation.robustness.sensitivity.ExperimentResult attribute) ExperimentResult (class in validation.robustness.sensitivity) experiments (validation.robustness.sensitivity.SensitivityResult attribute) export_best_config() (in module calibration.analysis) extension extensions.buffer_stock module extensions.buffer_stock.events module extensions.buffer_stock.role module extensions.rnd module extensions.rnd.events module extensions.rnd.role module extensions.taxation module extensions.taxation.events module extra_params (bamengine.Simulation attribute) F fail escalation fail_escalation_multiplier() (in module validation.scoring) field (validation.types.MetricSpec attribute) final_net_worth (validation.robustness.internal_validity.SeedTimeSeries attribute) final_production (validation.robustness.internal_validity.SeedTimeSeries attribute) financial fragility fired (bamengine.roles.worker.Worker attribute) firm firm_size_kurtosis_net_worth (validation.robustness.internal_validity.SeedAnalysis attribute) firm_size_kurtosis_sales (validation.robustness.internal_validity.SeedAnalysis attribute) firm_size_shape (validation.robustness.internal_validity.SeedAnalysis attribute) firm_size_skewness_net_worth (validation.robustness.internal_validity.SeedAnalysis attribute) firm_size_skewness_sales (validation.robustness.internal_validity.SeedAnalysis attribute) firm_size_tail_index (validation.robustness.internal_validity.SeedAnalysis attribute) FirmsApplyProductivityGrowth (class in extensions.rnd) (class in extensions.rnd.events) FirmsCalcFinancialFragility (class in bamengine.events.credit_market) FirmsCalcWageBill (class in bamengine.events.labor_market) FirmsCollectRevenue (class in bamengine.events.revenue) FirmsComputeRnDIntensity (class in extensions.rnd) (class in extensions.rnd.events) FirmsDecideCreditDemand (class in bamengine.events.credit_market) FirmsDecideDesiredLabor (class in bamengine.events.planning) FirmsDecideDesiredProduction (class in bamengine.events.planning) FirmsDecideVacancies (class in bamengine.events.planning) FirmsDecideWageOffer (class in bamengine.events.labor_market) FirmsDeductRnDExpenditure (class in extensions.rnd) (class in extensions.rnd.events) FirmsFireExcessWorkers (class in bamengine.events.planning) FirmsFireWorkers (class in bamengine.events.credit_market) FirmsPayDividends (class in bamengine.events.revenue) FirmsPayWages (class in bamengine.events.production) FirmsPlanBreakevenPrice (class in bamengine.events.planning) FirmsPlanPrice (class in bamengine.events.planning) FirmsPrepareLoanApplications (class in bamengine.events.credit_market) FirmsRunProduction (class in bamengine.events.production) FirmsTaxProfits (class in extensions.taxation) (class in extensions.taxation.events) FirmsUpdateNetWorth (class in bamengine.events.bankruptcy) FirmsValidateDebtCommitments (class in bamengine.events.revenue) fit_ar() (in module validation.robustness.stats) format (validation.types.MetricResult attribute) (validation.types.MetricSpec attribute) format_eta() (in module calibration.analysis) format_progress() (in module calibration.analysis) fragility (extensions.rnd.RnD attribute) (extensions.rnd.role.RnD attribute) from_cross_eval() (calibration.analysis.CalibrationResult class method) from_event_list() (bamengine.core.pipeline.Pipeline class method) from_yaml() (bamengine.core.pipeline.Pipeline class method) full() (in module bamengine.ops) G GDP gdp (validation.robustness.internal_validity.SeedTimeSeries attribute) gdp_growth (validation.robustness.internal_validity.SeedTimeSeries attribute) gdp_growth_mean (validation.robustness.internal_validity.SeedAnalysis attribute) gdp_growth_std (validation.robustness.internal_validity.SeedAnalysis attribute) generate_combinations() (in module calibration.grid) generate_full_report() (in module calibration.reporting) generate_screening_report() (in module calibration.reporting) generate_sensitivity_report() (in module calibration.reporting) generate_stability_report() (in module calibration.reporting) get() (bamengine.Simulation method) (bamengine.SimulationResults method) get_array() (bamengine.SimulationResults method) get_config() (validation.robustness.experiments.Experiment method) get_default_values() (in module calibration.parameter_space) get_event() (bamengine.Simulation method) (in module bamengine.core.registry) get_important() (calibration.morris.MorrisResult method) (calibration.sensitivity.SensitivityResult method) get_labels() (validation.robustness.experiments.Experiment method) get_logger() (bamengine.core.event.Event method) get_parameter_grid() (in module calibration.parameter_space) get_relationship() (bamengine.Simulation method) (in module bamengine.core.registry) get_relationship_data() (bamengine.SimulationResults method) get_role() (bamengine.Simulation method) (in module bamengine.core.registry) get_role_data() (bamengine.SimulationResults method) get_stat_table() (validation.robustness.sensitivity.ExperimentResult method) getLogger() (in module bamengine.logging) goods market GoodsMarketRound (class in bamengine.events.goods_market) greater() (in module bamengine.ops) greater_equal() (in module bamengine.ops) gross_profit (bamengine.roles.borrower.Borrower attribute) group (validation.types.MetricResult attribute) (validation.types.MetricSpec attribute) group_scores (calibration.sensitivity.ParameterSensitivity attribute) H h_eta (bamengine.config.schema.Config attribute) (bamengine.Simulation property) h_phi (bamengine.config.schema.Config attribute) (bamengine.Simulation property) h_rho (bamengine.config.schema.Config attribute) (bamengine.Simulation property) h_xi (bamengine.config.schema.Config attribute) (bamengine.Simulation property) household HP filter hp_filter() (in module validation.robustness.stats) hp_gdp_cycle (validation.robustness.internal_validity.SeedAnalysis attribute) I improvement_deltas (validation.types.BufferStockValidationScore attribute) improvements (calibration.analysis.ComparisonResult attribute) impulse_response() (in module validation.robustness.stats) income (bamengine.roles.consumer.Consumer attribute) income_to_spend (bamengine.roles.consumer.Consumer attribute) individual_a_score (calibration.sensitivity.PairInteraction attribute) individual_b_score (calibration.sensitivity.PairInteraction attribute) inflation (validation.robustness.internal_validity.SeedTimeSeries attribute) inflation_history (bamengine.Economy attribute) inflation_mean (validation.robustness.internal_validity.SeedAnalysis attribute) inflation_std (validation.robustness.internal_validity.SeedAnalysis attribute) INFO (in module bamengine.logging) init() (bamengine.Simulation class method) insert_after() (bamengine.core.pipeline.Pipeline method) insert_before() (bamengine.core.pipeline.Pipeline method) interaction_strength (calibration.sensitivity.PairInteraction attribute) interactions (calibration.sensitivity.PairwiseResult attribute) interest (bamengine.relationships.loanbook.LoanBook attribute) interest rate interest_per_borrower() (bamengine.relationships.loanbook.LoanBook method) interest_rate (bamengine.roles.lender.Lender attribute) InternalValidityResult (class in validation.robustness.internal_validity) inventory (bamengine.roles.producer.Producer attribute) invert (validation.types.MetricSpec attribute) irf (validation.robustness.internal_validity.SeedAnalysis attribute) is_stable (validation.types.StabilityResult property) isin() (in module bamengine.ops) J job_apps_head (bamengine.roles.worker.Worker attribute) job_apps_targets (bamengine.roles.worker.Worker attribute) job_search_method (bamengine.config.schema.Config attribute) K Kalecki profit equation Kalecki trap L label (calibration.sweep.StageResult attribute) (validation.robustness.sensitivity.ValueResult attribute) labels (validation.robustness.experiments.Experiment attribute) labor market labor productivity labor_productivity (bamengine.config.schema.Config attribute) (bamengine.roles.producer.Producer attribute) (bamengine.Simulation property) LaborMarketRound (class in bamengine.events.labor_market) largest_prod_prev (bamengine.roles.consumer.Consumer attribute) lb (bamengine.Simulation attribute) lend (bamengine.Simulation attribute) Lender lender (bamengine.relationships.loanbook.LoanBook property) Lender (class in bamengine.roles.lender) less() (in module bamengine.ops) less_equal() (in module bamengine.ops) list_events() (in module bamengine.core.registry) list_relationships() (in module bamengine.core.registry) list_roles() (in module bamengine.core.registry) load() (bamengine.SimulationResults class method) load_checkpoint() (in module calibration.screening) load_fixed_from_result() (in module calibration.rescreen) load_grid() (in module calibration.grid) load_morris() (in module calibration.io) load_pairwise() (in module calibration.io) load_screening() (in module calibration.io) load_sensitivity() (in module calibration.io) load_stability() (in module calibration.io) loan_apps_head (bamengine.roles.borrower.Borrower attribute) loan_apps_targets (bamengine.roles.borrower.Borrower attribute) LoanBook (class in bamengine.relationships.loanbook) log() (in module bamengine.ops) log_gdp (validation.robustness.internal_validity.SeedAnalysis attribute) (validation.robustness.internal_validity.SeedTimeSeries attribute) logical_and() (in module bamengine.ops) logical_not() (in module bamengine.ops) logical_or() (in module bamengine.ops) M make_rng() (in module bamengine) MarkBankruptBanks (class in bamengine.events.bankruptcy) MarkBankruptFirms (class in bamengine.events.bankruptcy) markup matching max() (in module bamengine.ops) max_H (bamengine.config.schema.Config attribute) (bamengine.Simulation property) max_leverage (bamengine.config.schema.Config attribute) max_loan_to_net_worth (bamengine.config.schema.Config attribute) max_M (bamengine.config.schema.Config attribute) (bamengine.Simulation property) max_score (validation.types.StabilityResult attribute) max_Z (bamengine.config.schema.Config attribute) (bamengine.Simulation property) maximum leverage maximum() (in module bamengine.ops) mean() (in module bamengine.ops) mean_ar_coeffs (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) mean_ar_order (validation.robustness.internal_validity.InternalValidityResult attribute) mean_ar_r_squared (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) mean_comovements (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) mean_irf (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) mean_peak_lags (validation.robustness.sensitivity.ValueResult attribute) mean_score (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) (calibration.sweep.StageResult attribute) (validation.types.StabilityResult attribute) message (validation.types.MetricResult attribute) metadata (bamengine.SimulationResults attribute) metric metric_results (validation.types.ValidationScore attribute) metric_specs (validation.types.Scenario attribute) metric_stats (validation.types.StabilityResult attribute) MetricResult (class in validation.types) MetricSpec (class in validation.types) min() (in module bamengine.ops) min_score (validation.types.StabilityResult attribute) min_wage (bamengine.Economy attribute) min_wage_rev_period (bamengine.Economy attribute) minimum() (in module bamengine.ops) Minsky classification module bamengine.config bamengine.config.schema bamengine.config.validator bamengine.core bamengine.core.decorators bamengine.core.event bamengine.core.pipeline bamengine.core.registry bamengine.core.relationship bamengine.core.role bamengine.economy bamengine.events bamengine.events.bankruptcy bamengine.events.credit_market bamengine.events.economy_stats bamengine.events.goods_market bamengine.events.labor_market bamengine.events.planning bamengine.events.production bamengine.events.revenue bamengine.logging bamengine.ops bamengine.relationships bamengine.relationships.loanbook bamengine.roles bamengine.roles.borrower bamengine.roles.consumer bamengine.roles.employer bamengine.roles.lender bamengine.roles.producer bamengine.roles.shareholder bamengine.roles.worker bamengine.simulation bamengine.typing bamengine.utils calibration.analysis calibration.cost calibration.cross_eval calibration.grid calibration.io calibration.morris calibration.parameter_space calibration.reporting calibration.rescreen calibration.screening calibration.sensitivity calibration.stability calibration.sweep extensions.buffer_stock extensions.buffer_stock.events extensions.buffer_stock.role extensions.rnd extensions.rnd.events extensions.rnd.role extensions.taxation extensions.taxation.events validation.robustness.experiments validation.robustness.internal_validity validation.robustness.sensitivity validation.robustness.stats validation.robustness.structural validation.robustness.viz validation.scoring MorrisParameterEffect (class in calibration.morris) MorrisResult (class in calibration.morris) mu (calibration.morris.MorrisParameterEffect attribute) mu_star (calibration.morris.MorrisParameterEffect attribute) multiply() (in module bamengine.ops) N n_banks (bamengine.Simulation attribute) n_candidates (calibration.sweep.StageResult attribute) n_collapsed (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) n_degenerate (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) n_evaluations (calibration.morris.MorrisResult attribute) n_fail (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) (validation.types.ValidationScore attribute) n_firm_bankruptcies (validation.robustness.internal_validity.SeedTimeSeries attribute) n_firms (bamengine.Simulation attribute) n_households (bamengine.Simulation attribute) n_pass (calibration.analysis.CalibrationResult attribute) (validation.types.ValidationScore attribute) n_periods (bamengine.Simulation attribute) (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.SensitivityResult attribute) n_periods_actual (validation.robustness.internal_validity.SeedTimeSeries attribute) n_repeats (bamengine.core.pipeline.RepeatedEvent attribute) n_seeds (calibration.morris.MorrisResult attribute) (calibration.sensitivity.SensitivityResult attribute) (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) (validation.types.StabilityResult attribute) n_seeds_per_value (validation.robustness.sensitivity.SensitivityResult attribute) n_trajectories (calibration.morris.MorrisResult attribute) n_vacancies (bamengine.roles.employer.Employer attribute) n_warn (calibration.analysis.CalibrationResult attribute) (validation.types.ValidationScore attribute) name (bamengine.core.event.Event attribute) (bamengine.core.pipeline.RepeatedEvent property) (bamengine.core.relationship.Relationship attribute) (bamengine.core.role.Role attribute) (bamengine.events.bankruptcy.FirmsUpdateNetWorth attribute) (bamengine.events.bankruptcy.MarkBankruptBanks attribute) (bamengine.events.bankruptcy.MarkBankruptFirms attribute) (bamengine.events.bankruptcy.SpawnReplacementBanks attribute) (bamengine.events.bankruptcy.SpawnReplacementFirms attribute) (bamengine.events.credit_market.BanksDecideCreditSupply attribute) (bamengine.events.credit_market.BanksDecideInterestRate attribute) (bamengine.events.credit_market.CreditMarketRound attribute) (bamengine.events.credit_market.FirmsCalcFinancialFragility attribute) (bamengine.events.credit_market.FirmsDecideCreditDemand attribute) (bamengine.events.credit_market.FirmsFireWorkers attribute) (bamengine.events.credit_market.FirmsPrepareLoanApplications attribute) (bamengine.events.economy_stats.UpdateAvgMktPrice attribute) (bamengine.events.goods_market.ConsumersCalcPropensity attribute) (bamengine.events.goods_market.ConsumersDecideFirmsToVisit attribute) (bamengine.events.goods_market.ConsumersDecideIncomeToSpend attribute) (bamengine.events.goods_market.ConsumersFinalizePurchases attribute) (bamengine.events.goods_market.GoodsMarketRound attribute) (bamengine.events.labor_market.AdjustMinimumWage attribute) (bamengine.events.labor_market.CalcInflationRate attribute) (bamengine.events.labor_market.FirmsCalcWageBill attribute) (bamengine.events.labor_market.FirmsDecideWageOffer attribute) (bamengine.events.labor_market.LaborMarketRound attribute) (bamengine.events.labor_market.WorkersDecideFirmsToApply attribute) (bamengine.events.planning.FirmsDecideDesiredLabor attribute) (bamengine.events.planning.FirmsDecideDesiredProduction attribute) (bamengine.events.planning.FirmsDecideVacancies attribute) (bamengine.events.planning.FirmsFireExcessWorkers attribute) (bamengine.events.planning.FirmsPlanBreakevenPrice attribute) (bamengine.events.planning.FirmsPlanPrice attribute) (bamengine.events.production.FirmsPayWages attribute) (bamengine.events.production.FirmsRunProduction attribute) (bamengine.events.production.WorkersReceiveWage attribute) (bamengine.events.production.WorkersUpdateContracts attribute) (bamengine.events.revenue.FirmsCollectRevenue attribute) (bamengine.events.revenue.FirmsPayDividends attribute) (bamengine.events.revenue.FirmsValidateDebtCommitments attribute) (bamengine.relationships.loanbook.LoanBook attribute) (bamengine.roles.borrower.Borrower attribute) (bamengine.roles.consumer.Consumer attribute) (bamengine.roles.employer.Employer attribute) (bamengine.roles.lender.Lender attribute) (bamengine.roles.producer.Producer attribute) (bamengine.roles.shareholder.Shareholder attribute) (bamengine.roles.worker.Worker attribute) (calibration.morris.MorrisParameterEffect attribute) (calibration.sensitivity.ParameterSensitivity attribute) (extensions.buffer_stock.BufferStock attribute) (extensions.buffer_stock.ConsumersCalcBufferStockPropensity attribute) (extensions.buffer_stock.ConsumersDecideBufferStockSpending attribute) (extensions.buffer_stock.events.ConsumersCalcBufferStockPropensity attribute) (extensions.buffer_stock.events.ConsumersDecideBufferStockSpending attribute) (extensions.buffer_stock.role.BufferStock attribute) (extensions.rnd.events.FirmsApplyProductivityGrowth attribute) (extensions.rnd.events.FirmsComputeRnDIntensity attribute) (extensions.rnd.events.FirmsDeductRnDExpenditure attribute) (extensions.rnd.FirmsApplyProductivityGrowth attribute) (extensions.rnd.FirmsComputeRnDIntensity attribute) (extensions.rnd.FirmsDeductRnDExpenditure attribute) (extensions.rnd.RnD attribute) (extensions.rnd.role.RnD attribute) (extensions.taxation.events.FirmsTaxProfits attribute) (extensions.taxation.FirmsTaxProfits attribute) (validation.robustness.experiments.Experiment attribute) (validation.types.MetricResult attribute) (validation.types.MetricSpec attribute) (validation.types.Scenario attribute) net worth net_profit (bamengine.roles.borrower.Borrower attribute) net_worth (bamengine.roles.borrower.Borrower attribute) new_firm_price_markup (bamengine.config.schema.Config attribute) new_firm_production_factor (bamengine.config.schema.Config attribute) new_firm_size_factor (bamengine.config.schema.Config attribute) new_firm_wage_factor (bamengine.config.schema.Config attribute) normality_pvalue_net_worth (validation.robustness.internal_validity.SeedAnalysis attribute) normality_pvalue_sales (validation.robustness.internal_validity.SeedAnalysis attribute) not_equal() (in module bamengine.ops) O okun_corr (validation.robustness.internal_validity.SeedAnalysis attribute) ones() (in module bamengine.ops) operational shock opex_shock (bamengine.roles.lender.Lender attribute) P pa_off_validity (validation.robustness.structural.PAExperimentResult attribute) pa_off_z_sweep (validation.robustness.structural.PAExperimentResult attribute) PAExperimentResult (class in validation.robustness.structural) PairInteraction (class in calibration.sensitivity) PairwiseResult (class in calibration.sensitivity) param (calibration.cost.SwapResult attribute) (validation.robustness.experiments.Experiment attribute) param_a (calibration.sensitivity.PairInteraction attribute) param_b (calibration.sensitivity.PairInteraction attribute) parameters (calibration.sensitivity.SensitivityResult attribute) ParameterSensitivity (class in calibration.sensitivity) params (calibration.analysis.CalibrationResult attribute) parse_stability_tiers() (in module calibration.stability) parse_stage() (in module calibration.sweep) parse_stages() (in module calibration.sweep) parse_swaps() (in module calibration.cost) pass_rate (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) (calibration.cost.SwapResult attribute) (calibration.sweep.StageResult attribute) (validation.types.StabilityResult attribute) passed (validation.types.ValidationScore property) peak_lags (validation.robustness.internal_validity.SeedAnalysis attribute) periods_left (bamengine.roles.worker.Worker attribute) phillips_corr (validation.robustness.internal_validity.SeedAnalysis attribute) pipeline (bamengine.Simulation attribute) Pipeline (class in bamengine.core.pipeline) pipeline hook plot_comovements() (in module validation.robustness.viz) plot_entry_comparison() (in module validation.robustness.viz) plot_irf() (in module validation.robustness.viz) plot_pa_comovements() (in module validation.robustness.viz) plot_pa_gdp_comparison() (in module validation.robustness.viz) plot_sensitivity_comovements() (in module validation.robustness.viz) preferential attachment prev_income (extensions.buffer_stock.BufferStock attribute) (extensions.buffer_stock.role.BufferStock attribute) price (bamengine.roles.producer.Producer attribute) price index price_shock (bamengine.roles.producer.Producer attribute) principal (bamengine.relationships.loanbook.LoanBook attribute) principal_per_borrower() (bamengine.relationships.loanbook.LoanBook method) print_comparison() (in module calibration.analysis) print_morris_report() (in module calibration.morris) print_pairwise_report() (in module calibration.sensitivity) print_parameter_patterns() (in module calibration.analysis) print_sensitivity_report() (in module calibration.sensitivity) prod (bamengine.Simulation attribute) prod_mask_dn (bamengine.roles.producer.Producer attribute) prod_mask_up (bamengine.roles.producer.Producer attribute) prod_shock (bamengine.roles.producer.Producer attribute) Producer (class in bamengine.roles.producer) production (bamengine.roles.producer.Producer attribute) production function production_prev (bamengine.roles.producer.Producer attribute) productivity_increment (extensions.rnd.RnD attribute) (extensions.rnd.role.RnD attribute) productivity_mean (validation.robustness.internal_validity.SeedAnalysis attribute) projected_fragility (bamengine.roles.borrower.Borrower attribute) propensity (bamengine.roles.consumer.Consumer attribute) (extensions.buffer_stock.BufferStock attribute) (extensions.buffer_stock.role.BufferStock attribute) propensity to consume prune_grid() (calibration.sensitivity.SensitivityResult method) purge_borrowers() (bamengine.relationships.loanbook.LoanBook method) purge_lenders() (bamengine.relationships.loanbook.LoanBook method) purge_sources() (bamengine.core.relationship.Relationship method) purge_targets() (bamengine.core.relationship.Relationship method) Q quantization trap query_sources() (bamengine.core.relationship.Relationship method) query_targets() (bamengine.core.relationship.Relationship method) R r_bar (bamengine.config.schema.Config attribute) (bamengine.Simulation property) rank_cross_scenario() (in module calibration.cross_eval) ranked (calibration.morris.MorrisResult property) (calibration.sensitivity.PairwiseResult property) (calibration.sensitivity.SensitivityResult property) rate (bamengine.relationships.loanbook.LoanBook attribute) real_interest_rate (validation.robustness.internal_validity.SeedTimeSeries attribute) real_wage (validation.robustness.internal_validity.SeedTimeSeries attribute) real_wage_mean (validation.robustness.internal_validity.SeedAnalysis attribute) recv_job_apps (bamengine.roles.employer.Employer attribute) recv_job_apps_head (bamengine.roles.employer.Employer attribute) recv_loan_apps (bamengine.roles.lender.Lender attribute) recv_loan_apps_head (bamengine.roles.lender.Lender attribute) register_after_event() (bamengine.core.pipeline.Pipeline method) relationship Relationship (class in bamengine.core.relationship) relationship() (in module bamengine.core.decorators) relationship_data (bamengine.SimulationResults attribute) remove() (bamengine.core.pipeline.Pipeline method) RepeatedEvent (class in bamengine.core.pipeline) replace() (bamengine.core.pipeline.Pipeline method) reservation wage resolve_params() (in module calibration.rescreen) results retained_profit (bamengine.roles.borrower.Borrower attribute) RnD (class in extensions.rnd) (class in extensions.rnd.role) rnd_intensity (extensions.rnd.RnD attribute) (extensions.rnd.role.RnD attribute) rng (bamengine.Simulation attribute) role Role (class in bamengine.core.role) role() (in module bamengine.core.decorators) role_data (bamengine.SimulationResults attribute) run() (bamengine.Simulation method) run_cost_analysis() (in module calibration.cost) run_cost_phase() (in module calibration.cost) run_cross_eval_phase() (in module calibration.cross_eval) run_entry_experiment() (in module validation.robustness.structural) run_focused_calibration() (in module calibration.stability) run_internal_validity() (in module validation.robustness.internal_validity) run_morris_screening() (in module calibration.morris) run_pa_experiment() (in module validation.robustness.structural) run_pairwise_analysis() (in module calibration.sensitivity) run_rescreen() (in module calibration.rescreen) run_rescreen_phase() (in module calibration.rescreen) run_screening() (in module calibration.screening) run_sensitivity_analysis() (in module calibration.sensitivity) (in module validation.robustness.sensitivity) run_sweep() (in module calibration.sweep) run_sweep_phase() (in module calibration.sweep) run_tiered_stability() (in module calibration.stability) S sample_beta_with_mean() (in module bamengine.utils) save() (bamengine.SimulationResults method) save_checkpoint() (in module calibration.screening) save_cost_results() (in module calibration.cost) save_morris() (in module calibration.io) save_pairwise() (in module calibration.io) save_screening() (in module calibration.io) save_sensitivity() (in module calibration.io) save_stability() (in module calibration.io) savings (bamengine.roles.consumer.Consumer attribute) scenario (calibration.analysis.ComparisonResult attribute) (calibration.morris.MorrisResult attribute) (calibration.sensitivity.PairwiseResult attribute) (calibration.sensitivity.SensitivityResult attribute) Scenario (class in validation.types) scenario_results (calibration.analysis.CalibrationResult attribute) ScenarioResult (class in calibration.analysis) score (validation.types.MetricResult attribute) score_improvement() (in module validation.scoring) score_mean_tolerance() (in module validation.scoring) score_outlier_penalty() (in module validation.scoring) score_pct_within_target() (in module validation.scoring) score_range() (in module validation.scoring) scores (calibration.sensitivity.ParameterSensitivity attribute) scoring screen_single_seed() (in module calibration.screening) seed (validation.robustness.internal_validity.SeedAnalysis attribute) (validation.robustness.internal_validity.SeedTimeSeries attribute) seed_analyses (validation.robustness.internal_validity.InternalValidityResult attribute) seed_fails (calibration.analysis.CalibrationResult attribute) seed_results (validation.types.StabilityResult attribute) seed_scores (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) SeedAnalysis (class in validation.robustness.internal_validity) SeedTimeSeries (class in validation.robustness.internal_validity) select_top_k_indices_sorted() (in module bamengine.utils) sensitivity (calibration.sensitivity.ParameterSensitivity attribute) SensitivityResult (class in calibration.sensitivity) (class in validation.robustness.sensitivity) setup_fn (validation.robustness.experiments.Experiment attribute) setup_growth_plus() (in module validation.robustness.internal_validity) setup_hook (validation.types.Scenario attribute) setup_taxation() (in module validation.robustness.experiments) sh (bamengine.Simulation attribute) Shareholder (class in bamengine.roles.shareholder) shop_visits_head (bamengine.roles.consumer.Consumer attribute) shop_visits_targets (bamengine.roles.consumer.Consumer attribute) sigma (calibration.morris.MorrisParameterEffect attribute) (extensions.rnd.RnD attribute) (extensions.rnd.role.RnD attribute) simulation Simulation (class in bamengine) SimulationResults (class in bamengine) single_score (calibration.analysis.CalibrationResult attribute) size (bamengine.core.relationship.Relationship attribute) sort() (in module bamengine.ops) source_ids (bamengine.core.relationship.Relationship attribute) source_role (bamengine.core.relationship.Relationship attribute) (bamengine.relationships.loanbook.LoanBook attribute) SpawnReplacementBanks (class in bamengine.events.bankruptcy) SpawnReplacementFirms (class in bamengine.events.bankruptcy) stability_result (calibration.analysis.CalibrationResult attribute) stability_title (validation.types.Scenario attribute) StabilityResult (class in validation.types) StageResult (class in calibration.sweep) stats (validation.robustness.sensitivity.ValueResult attribute) status (validation.types.MetricResult attribute) std() (in module bamengine.ops) std_comovements (validation.robustness.internal_validity.InternalValidityResult attribute) (validation.robustness.sensitivity.ValueResult attribute) std_score (calibration.analysis.CalibrationResult attribute) (calibration.analysis.ScenarioResult attribute) (validation.types.StabilityResult attribute) step() (bamengine.Simulation method) subtract() (in module bamengine.ops) sum() (in module bamengine.ops) summary (bamengine.SimulationResults property) swap_combined (calibration.cost.SwapResult attribute) SwapResult (class in calibration.cost) synergies (calibration.sensitivity.PairwiseResult property) T t (bamengine.Simulation attribute) target target_desc (validation.types.MetricResult attribute) (validation.types.MetricSpec attribute) target_ids (bamengine.core.relationship.Relationship attribute) target_path (validation.types.MetricSpec attribute) target_role (bamengine.core.relationship.Relationship attribute) (bamengine.relationships.loanbook.LoanBook attribute) targets_path (validation.types.Scenario attribute) tax_sweep (validation.robustness.structural.EntryExperimentResult attribute) theta (bamengine.config.schema.Config attribute) (bamengine.Simulation property) threshold (validation.types.MetricSpec attribute) title (validation.types.Scenario attribute) to_dataframe() (bamengine.SimulationResults method) to_sensitivity_result() (calibration.morris.MorrisResult method) total_funds (bamengine.roles.borrower.Borrower attribute) (bamengine.roles.employer.Employer attribute) total_score (validation.types.ValidationScore attribute) TRACE (in module bamengine.logging) trace() (bamengine.logging.BamLogger method) trim_mean() (in module bamengine.utils) trimmed_weighted_mean() (in module bamengine.utils) U unemployment (validation.robustness.internal_validity.SeedTimeSeries attribute) unemployment_growth (validation.robustness.internal_validity.SeedTimeSeries attribute) unemployment_mean (validation.robustness.internal_validity.SeedAnalysis attribute) unemployment_std (validation.robustness.internal_validity.SeedAnalysis attribute) uniform() (in module bamengine.ops) unique() (in module bamengine.ops) UpdateAvgMktPrice (class in bamengine.events.economy_stats) use() (bamengine.Simulation method) use_config use_config() (bamengine.Simulation method) use_events use_events() (bamengine.Simulation method) use_relationship() (bamengine.Simulation method) use_role use_role() (bamengine.Simulation method) V v (bamengine.config.schema.Config attribute) (bamengine.Simulation property) vacancy vacancy_rate (validation.robustness.internal_validity.SeedTimeSeries attribute) VALID_LOG_LEVELS (bamengine.config.validator.ConfigValidator attribute) validate_config() (bamengine.config.validator.ConfigValidator static method) validate_grid() (in module calibration.grid) validate_pipeline_path() (bamengine.config.validator.ConfigValidator static method) validate_pipeline_yaml() (bamengine.config.validator.ConfigValidator static method) validation.robustness.experiments module validation.robustness.internal_validity module validation.robustness.sensitivity module validation.robustness.stats module validation.robustness.structural module validation.robustness.viz module validation.scoring module ValidationScore (class in validation.types) value (calibration.cost.SwapResult attribute) value_a (calibration.sensitivity.PairInteraction attribute) value_b (calibration.sensitivity.PairInteraction attribute) value_results (validation.robustness.sensitivity.ExperimentResult attribute) value_scores (calibration.morris.MorrisParameterEffect attribute) ValueResult (class in validation.robustness.sensitivity) values (calibration.sensitivity.ParameterSensitivity attribute) (validation.robustness.experiments.Experiment attribute) vectorized operations W wage (bamengine.roles.worker.Worker attribute) wage bill wage_bill (bamengine.roles.borrower.Borrower attribute) (bamengine.roles.employer.Employer attribute) wage_inflation (validation.robustness.internal_validity.SeedTimeSeries attribute) wage_offer (bamengine.roles.employer.Employer attribute) wage_productivity_ratio (validation.robustness.internal_validity.SeedAnalysis attribute) wage_shock (bamengine.roles.employer.Employer attribute) WARNING (in module bamengine.logging) weight (validation.types.MetricResult attribute) (validation.types.MetricSpec attribute) where() (in module bamengine.ops) winner_params (calibration.sweep.StageResult attribute) Worker (class in bamengine.roles.worker) WorkersDecideFirmsToApply (class in bamengine.events.labor_market) WorkersReceiveWage (class in bamengine.events.production) WorkersUpdateContracts (class in bamengine.events.production) worst_status() (in module validation.scoring) wrk (bamengine.Simulation attribute) Z zeros() (in module bamengine.ops)