MMMCVSummaryFactory.param_stability#

MMMCVSummaryFactory.param_stability(var_names=None, dims=None, hdi_probs=(0.94,), output_format='pandas')[source]#

Summarize parameter posteriors across CV folds.

Parameters:
var_nameslist of str or None

Variables to include. If None, all posterior variables are used.

dimsdict, optional

Dimension filters.

hdi_probssequence of float, default (0.94,)

HDI probability levels.

output_format{“pandas”, “polars”}, default “pandas”

Output DataFrame format.

Returns:
pd.DataFrame or pl.DataFrame

Table with cv, variable, mean, median, and HDI columns. Additional coordinate columns are preserved when present.