StatsHelper

class pymc_marketing.mmm.summary.helpers.StatsHelper

Lightweight helper for HDI summary stats and output conversion.

Methods

StatsHelper.__init__(*args, **kwargs)
StatsHelper.compute_summary_stats_with_hdi(...)	Convert xarray to DataFrame with mean, median, and HDI bounds.
StatsHelper.convert_output(df[, output_format])	Convert Pandas DataFrame to requested output format.
StatsHelper.validate_hdi_probs(hdi_probs)	Validate HDI probability values are in range (0, 1).