Module: meridian.model.eda.eda_outcome

Meridian EDA Outcome.

Classes

class AnalysisArtifact: Base dataclass for analysis artifacts.

class AnalysisLevel: Enumeration for the level of an analysis.

class CostPerMediaUnitArtifact: Artifacts from a Cost per Media Unit analysis.

class CriticalCheckEDAOutcomes: Outcomes of all critical EDA checks.

class DataParameterRatioArtifact: Artifact for model complexity check.

class EDACheckType: Enumeration for the type of an EDA check.

class EDAFinding: A single, specific finding from an EDA check.

class EDAOutcome: A dataclass for the outcomes of a single EDA check function.

class EDASeverity: Enumeration for the severity of an EDA check's finding.

class FindingCause: Enumeration for the type of finding, mapping to specific data tables.

class KpiInvariabilityArtifact: Artifacts from a KPI invariability analysis.

class PairwiseCorrArtifact: Artifacts from a single pairwise correlation analysis.

class PopulationCorrelationArtifact: Artifacts from population correlation analysis.

class PriorProbabilityArtifact: Artifact for prior probability check.

class StandardDeviationArtifact: Artifacts from a standard deviation analysis.

class VIFArtifact: Artifacts from a single VIF analysis.

class VariableGeoTimeCollinearityArtifact: Artifacts from a collinearity analysis for Treatment/Control variables.