sample_prior#
- pymc_marketing.prior.sample_prior(factory, coords=None, name='var', wrap=False, **sample_prior_predictive_kwargs)[source]#
Sample the prior for an arbitrary VariableFactory.
- Parameters:
- factory
VariableFactory The factory to sample from.
- coords
dict[str,list[str]], optional The coordinates for the variable, by default None. Only required if the dims are specified.
- name
str, optional The name of the variable, by default “var”.
- wrapbool, optional
Whether to wrap the variable in a
pm.Deterministicnode, by default False.- sample_prior_predictive_kwargs
dict Additional arguments to pass to
pm.sample_prior_predictive.
- factory
- Returns:
xr.DatasetThe dataset of the prior samples.