Cases for the Baseline Check.
Inherits From: ModelCheckCase
, BaseCase
Class Variables
<BaselineCases.FAIL: (<Status.FAIL: 3>, 'The posterior probability that the baseline is negative is {negative_baseline_prob:.2f}.', "This high probability points to a statistical error and is a clear signal that the model requires adjustment. The model is likely over-crediting your treatments. Consider adjusting the model's settings, data, or priors to correct this issue.")>
<BaselineCases.PASS: (<Status.PASS: 1>, 'The posterior probability that the baseline is negative is {negative_baseline_prob:.2f}.', 'We recommend visually inspecting the baseline time series in the Model Fit charts to confirm this.')>
<BaselineCases.REVIEW: (<Status.REVIEW: 2>, 'The posterior probability that the baseline is negative is {negative_baseline_prob:.2f}.', "This indicates that the baseline time series occasionally dips into negative values. We recommend visually inspecting the baseline time series in the Model Fit charts, but don't be overly concerned. An occasional, small dip may indicate minor statistical error, which is inherent in any model.")>
