base

Base class for adstock and saturation functions used in MMM.

Use the subclasses directly for custom transformations:

• Adstock Transformations: pymc_marketing.mmm.components.adstock.AdstockTransformation

• Saturation Transformations: pymc_marketing.mmm.components.saturation.SaturationTransformation

Functions

get_plot_coords(coords)
get_total_coord_size(coords)
selections(coords)	Helper to create generator of selections.
set_subplot_kwargs_defaults(subplot_kwargs, ...)

Classes

Transformation([priors, prefix])

Base class for adstock and saturation functions.

Exceptions

MissingDataParameter()	Error if the function doesn't have a data parameter.
ParameterPriorException(priors, parameters)	Error when the functions and specified priors don't match up.