Data structures for the Model Quality Checks results.
Classes
class BaseCase
: Base class for all check cases.
class BaseResultData
: Base class for check result data.
class BaselineCases
: Cases for the Baseline Check.
class BaselineCheckResult
: The immutable result of the Baseline Check.
class BayesianPPPCases
: Cases for the Bayesian Posterior Predictive P-value Check.
class BayesianPPPCheckResult
: The immutable result of the Bayesian Posterior Predictive P-value Check.
class ChannelResult
: Base class for channel-level check results.
class CheckResult
: Base class for model-level check results.
class ConvergenceCases
: Cases for the Convergence Check.
class ConvergenceCheckResult
: The immutable result of the Convergence Check.
class GoodnessOfFitCases
: Cases for the Goodness of Fit Check.
class GoodnessOfFitCheckResult
: The immutable result of the Goodness of Fit Check.
class GoodnessOfFitMetrics
: The metrics for the Goodness of Fit Check.
class HighVarianceAggregateCases
: Cases for High Variance Check aggregate result.
class HighVarianceChannelCases
: Cases for High Variance Check per channel.
class HighVarianceChannelResult
: The immutable result of High Variance Check for a single channel.
class HighVarianceCheckResult
: The immutable result of model-level High Variance Check.
class ImplausibleROIAggregateCases
: Cases for Implausible ROI Check aggregate result.
class ImplausibleROIChannelCases
: Cases for Implausible ROI Check per channel.
class ImplausibleROIChannelResult
: The immutable result of Implausible ROI Check for a single channel.
class ImplausibleROICheckResult
: The immutable result of model-level Implausible ROI Check.
class Mapping
: A Mapping is a generic container for associating key/value pairs.
class ModelCheckCase
: Base class for all model-level check cases.
class PotentialBiasAggregateCases
: Cases for Potential Bias Check aggregate result.
class PotentialBiasChannelCases
: Cases for Potential Bias Check per channel.
class PotentialBiasChannelResult
: The immutable result of Potential Bias Check for a single channel.
class PotentialBiasCheckResult
: The immutable result of model-level Potential Bias Check.
class PriorPosteriorShiftAggregateCases
: Cases for Prior-Posterior Shift Check aggregate result.
class PriorPosteriorShiftChannelCases
: Cases for Prior-Posterior Shift Check per channel.
class PriorPosteriorShiftChannelResult
: The result of Prior-Posterior Shift Check for a single channel.
class PriorPosteriorShiftCheckResult
: The immutable result of model-level Prior-Posterior Shift Check.
class ROIConsistencyAggregateCases
: Cases for ROI Consistency Check aggregate result.
class ROIConsistencyChannelCases
: Cases for ROI Consistency Check per channel.
class ROIConsistencyChannelResult
: The immutable result of ROI Consistency Check for a single channel.
class ROIConsistencyCheckResult
: The immutable result of model-level ROI Consistency Check.
class ReviewSummary
: The final summary of all model quality checks.
class Status
: Create a collection of name/value pairs.
Other Members
{
<class 'meridian.analysis.review.results.BaselineCheckResult'>,
<class 'meridian.analysis.review.results.BayesianPPPCheckResult'>,
<class 'meridian.analysis.review.results.ConvergenceCheckResult'>,
<class 'meridian.analysis.review.results.GoodnessOfFitCheckResult'>
}
('We recommend increasing MCMC iterations or investigating model '
'misspecification (e.g., priors, multicollinearity) before proceeding.')
('Manually inspect the parameters with high R-hat values to determine if the '
'results are acceptable for your use case, and consider increasing MCMC '
'iterations or investigating model misspecification.')
{
<class 'meridian.analysis.review.results.BaselineCheckResult'>,
<class 'meridian.analysis.review.results.BayesianPPPCheckResult'>,
<class 'meridian.analysis.review.results.ConvergenceCheckResult'>,
<class 'meridian.analysis.review.results.GoodnessOfFitCheckResult'>,
<class 'meridian.analysis.review.results.PriorPosteriorShiftCheckResult'>
}
{
<class 'meridian.analysis.review.results.BaselineCheckResult'>,
<class 'meridian.analysis.review.results.BayesianPPPCheckResult'>,
<class 'meridian.analysis.review.results.ConvergenceCheckResult'>,
<class 'meridian.analysis.review.results.GoodnessOfFitCheckResult'>,
<class 'meridian.analysis.review.results.PriorPosteriorShiftCheckResult'>,
<class 'meridian.analysis.review.results.ROIConsistencyCheckResult'>
}



