Package edu.cmu.tetrad.data.audit
package edu.cmu.tetrad.data.audit
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ClassDescriptionA single immutable finding produced by a
DataAudit: a machine-readable code, a severity, the names of the variables involved, a map of named numeric values supporting the finding, and a human-readable message.The severity of a finding.A pre-search audit of a supplied covariance (or correlation) matrix.The thresholds used by aCovarianceAudit's checks.A pre-search audit of a data matrix.Thresholds for the audit's checks, with defaults.Turns the determinism findings of aDataAuditinto a list of variables whose removal would resolve them, for a user to review.One suggested removal.Fits and reports the linear equations behind deterministic (and near-deterministic) relations among the continuous variables of a dataset.One fitted constraint: determined = sum(coefficients * support) + intercept.A reusable equation fitter for one dataset: the correlation matrix and its ridge-regularized inverse are computed once, and each equation costs a few small solves.Machine-readable codes for the findings aDataAuditcan emit.