ModifiedBetaGeoModel.distribution_new_customer_dropout#

ModifiedBetaGeoModel.distribution_new_customer_dropout(data=None, *, random_seed=None)[source]#

Sample the Beta distribution for the population-level dropout rate.

This is the probability that a new customer will “drop out” and make no further purchases.

Parameters:
random_seedRandomState, optional

Random state to use for sampling.

Returns:
xarray.Dataset

Dataset containing the posterior samples for the population-level dropout rate.