voiage.cli

Command-Line Interface (CLI) for voiage.

This module provides CLI entry points for performing VOI analyses or accessing voiage utilities from the command line. It uses Typer for command-line argument parsing.

Functions

• capabilities Report installed capabilities without evaluating a model.
• main Configure CLI-wide output formatting.
• generate_config Generate a JSON configuration template for a CLI command.
• calculate_estimation_variance Calculate experimental scalar EVPPI_var or EVSI_var.
• calculate_evpi Calculate Expected Value of Perfect Information (EVPI) from input data.
• create_distributed_large_scale Prepare a distributed large-scale analysis and emit the cluster plan.
• calculate_evppi Calculate Expected Value of Partial Perfect Information (EVPPI).
• calculate_calibration Calculate calibration VOI from PSA, study design, and process specs.
• calculate_evsi Calculate Expected Value of Sample Information (EVSI).
• calculate_enbs Calculate Expected Net Benefit of Sampling (ENBS).
• calculate_coss_command Evaluate an experimental Curve of Optimal Sample Size (COSS).
• calculate_observational Calculate observational VOI from PSA, study design, and bias models.
• calculate_adaptive_evsi Calculate Expected Value of Sample Information for adaptive trial designs.
• calculate_portfolio_voi Optimize a research portfolio using the portfolio VOI methods.
• calculate_sequential_voi Calculate sequential VOI using a dynamic specification.
• calculate_structural_evpi Calculate Structural Expected Value of Perfect Information (SEVPI).
• calculate_structural_evppi Calculate Structural Expected Value of Partial Perfect Information (SEVPPI).
• calculate_nma_voi Calculate VOI for Network Meta-Analysis (NMA-EVPI or NMA-EVPPI).
• calculate_perspective Calculate experimental Value of Perspective from a JSON surface file.
• calculate_dynamic_real_options Calculate fixture-backed dynamic real-options VOI from JSON.
• calculate_deterministic_sensitivity Calculate experimental deterministic one/two-way and scenario analysis.
• calculate_value_of_flexibility Calculate experimental timing-scenario Value of Flexibility.
• calculate_value_of_distributional_information Calculate experimental perfect model-family-index information value.
• calculate_mcda_information Evaluate experimental exact finite additive-MCDA information value.
• calculate_event_localized_information Evaluate experimental exact finite event-localized information value.
• calculate_outcome_conditional_sample_information Evaluate exact finite experimental outcome-conditional sample value.
• calculate_implementation_information Evaluate the experimental finite information/implementation matrix.
• calculate_belief_state_information Evaluate experimental finite belief-state sequential information.
• calculate_forecast_signal_information Evaluate experimental finite forecast-signal decision value.
• calculate_risk_sensitive_voi Evaluate experimental exact finite risk-sensitive constrained VOI.
• calculate_information_source_portfolio Optimize an experimental exact finite information-source sequence.
• calculate_heterogeneity_value Evaluate experimental exact finite static/dynamic heterogeneity value.
• calculate_uncertainty_modelling_value Evaluate experimental exact finite EVIU, VSS and EVPI diagnostics.
• calculate_signed_social_information Evaluate experimental exact finite signed/social information value.
• assess_qualitative_information Evaluate an experimental non-cardinal qualitative information workflow.
• calculate_causal_transportability Calculate fixture-backed causal transportability VOI from JSON.
• calculate_data_quality Calculate fixture-backed data-quality and privacy VOI from JSON.
• calculate_computational_refinement Calculate fixture-backed computational refinement VOI from JSON.
• calculate_expert_synthesis Calculate fixture-backed expert synthesis VOI from JSON.
• calculate_monitoring_surveillance Calculate fixture-backed monitoring and surveillance VOI from JSON.
• calculate_implementation_strategy Calculate fixture-backed implementation-strategy comparison VOI.
• calculate_preference Calculate preference heterogeneity and individualized-care VOI.
• calculate_validation Calculate value of model validation from a JSON surface file.
• calculate_expected_utility_information Compute one canonical expected-utility information result.
• calculate_threshold Calculate threshold, tipping-point, and robust VOI from a JSON surface file.
• calculate_heterogeneity Calculate Value of Heterogeneity from a JSON input file.
• calculate_distributional_equity Calculate Value of Distributional Equity from a JSON input file.
• calculate_equity_information Calculate fixture-backed Value of Equity Information.
• calculate_ambiguity_distribution_shift Calculate fixture-backed VOI under ambiguity and distribution shift.
• calculate_adaptive_learning_bandit Calculate fixture-backed value of adaptive learning and bandit allocation.
• calculate_capacity_budget_constrained Calculate fixture-backed constrained-budget and capacity VOI.
• calculate_federated_privacy_preserving Calculate fixture-backed federated privacy-preserving VOI.
• calculate_ai_assisted_evidence_triage Calculate fixture-backed AI-assisted evidence-triage VOI.
• calculate_explainability_transparency Calculate fixture-backed explainability and transparency VOI.
• calculate_interoperability_standardization Calculate fixture-backed interoperability and standardization VOI.
• calculate_regulatory_market_access Calculate fixture-backed regulatory and market-access VOI.
• calculate_evidence_obsolescence_refresh Calculate fixture-backed evidence obsolescence and refresh VOI.
• calculate_strategic_behavior Calculate fixture-backed strategic behavior VOI.
• calculate_replication_reproducibility Calculate fixture-backed replication and reproducibility VOI.
• calculate_implementation Calculate Value of Implementation from a JSON input file.
• plot_coss_command Plot an experimental COSS result using accessible visual encodings.
• plot_perspective_regret Plot the experimental Value of Perspective regret matrix.
• plot_ceac Plot a Cost-Effectiveness Acceptability Curve.
• plot_ceaf Plot a Cost-Effectiveness Acceptability Frontier.
• plot_voi_curves Plot EVPI/EVSI VOI curves from JSON series data.
• plot_dominance Plot the cost-effectiveness plane and frontier.
• calculate_ceaf Calculate a Cost-Effectiveness Acceptability Frontier.
• calculate_dominance Calculate dominance classes and the cost-effectiveness frontier.