Expand description
Effect refuters and validation diagnostics.
SPDX-License-Identifier: MIT OR Apache-2.0
Re-exports§
pub use bayesian_checks::DEFAULT_MAX_RELATIVE_PRIOR_RANGE;pub use bayesian_checks::ExternalAlphaSensitivity;pub use bayesian_checks::McmcDiagnosticsCheck;pub use bayesian_checks::PosteriorCalibrationOnSyntheticScm;pub use bayesian_checks::PosteriorCalibrationReport;pub use bayesian_checks::PosteriorPredictiveCheck;pub use bayesian_checks::PredictiveCheckKind;pub use bayesian_checks::PredictiveCheckReport;pub use bayesian_checks::PriorPredictiveCheck;pub use bayesian_checks::PriorSensitivity;pub use bayesian_checks::SbcReport;pub use bayesian_checks::SimulationBasedCalibration;pub use bayesian_checks::with_prior_sensitivity;pub use bootstrap_refute::BootstrapRefute;pub use common::RefutationProblem;pub use common::RefutationReport;pub use common::TemporalRefitContext;pub use common::stack_panel_tabular;pub use conflict::ConflictPolicy;pub use conflict::ConflictSignals;pub use conflict::apply_conflict_and_compose;pub use conflict::compose_with_conflict_policy;pub use conflict::estimate_conflict_signals;pub use conflict::with_conflict_summary;pub use custom::CustomEffectValidator;pub use data_subset::DataSubsetRefuter;pub use dummy_outcome::DummyOutcome;pub use error::ValidationError;pub use evalue::DEFAULT_EVALUE_THRESHOLD;pub use evalue::EValue;pub use graph_refute::GraphRefuter;pub use overlap::OverlapRefuter;pub use overlap_rule::OverlapRuleRefuter;pub use placebo::PlaceboMode;pub use placebo::PlaceboTreatment;pub use rcc::RandomCommonCause;pub use riesz::RieszSensitivity;pub use sensitivity::LinearSensitivity;pub use sensitivity::NonparametricSensitivity;pub use sensitivity::PartialLinearSensitivity;pub use stability::AlphaThresholdSensitivity;pub use stability::BlockBootstrapStability;pub use stability::CiTestSensitivity;pub use stability::DiscoveryStabilityReport;pub use stability::EnvironmentHoldout;pub use stability::EnvironmentHoldoutReport;pub use stability::FalsePositiveCheck;pub use stability::FalsePositiveCheckReport;pub use stability::LagWindowSensitivity;pub use stability::LinkStability;pub use stability::NullCalibrationReport;pub use stability::NullTransform;pub use stability::OrientationStability;pub use stability::OrientationStabilityReport;pub use stability::RegimeStability;pub use stability::RegimeStabilityReport;pub use stability::SyntheticNullCalibration;pub use stability::UndirectedLinkStability;pub use suite::BayesianSuiteContext;pub use suite::ValidationOutcome;pub use suite::ValidationSuite;pub use suite::ValidatorId;pub use unobserved_common_cause::UnobservedCommonCause;pub use validator::PreparedRefutation;pub use validator::Validator;pub use validator::run_validator;
Modules§
- bayesian_
checks - Prior/posterior predictive checks and prior sensitivity.
- bootstrap_
refute - Bootstrap CI coverage of the original point estimate (not placebo falsification).
- common
- Shared refuter types and data transforms.
- conflict
- Conflict policy: shrink external prior α from prior-PPC / KL signals.
- custom
- Object-safe custom effect validators.
- data_
subset - Data-subset refuter.
- dummy_
outcome - Dummy outcome refuter.
- error
- Validation errors.
- evalue
- E-value sensitivity analysis (
VanderWeele& Ding, 2017). - graph_
refute - Leave-one-out adjustment-set sensitivity (not structural graph editing).
- overlap
- Overlap / positivity refuter.
- overlap_
rule - Overlap-rule diagnostics.
- placebo
- Placebo treatment refuter.
- rcc
- Random common cause refuter.
- riesz
- Riesz-representer diagnostics for binary ATE.
- sensitivity
- Linear, partial-linear, and nonparametric confounding sensitivity analysis.
- stability
- Discovery stability and validation.
- suite
- Validation suite orchestration.
- unobserved_
common_ cause - Simulated unobserved common cause refuter.
- validator
- Validator contract.
Structs§
- Panel
Slice Template - Per-unit offsets into a stacked panel table, plus payload pointers of the baseline stacked columns so a later mutation can reuse original unit Arcs.