model_mixture

model_mixture(
    families,
    data,
    zero_inflated=False,
    parameters=None,
    parameter_values=None,
    use_default_flat_priors=None,
)

A weighted mixture of two or three component distributions.

For records generated by more than one flood mechanism. Optionally zero-inflated.

Parameters

Name Type Description Default
families sequence of str Component distribution family names. required
data AnalysisData or array_like Observations. required
zero_inflated bool Add a zero-inflation component. False
parameters As in :func:model_univariate. None
parameter_values As in :func:model_univariate. None
use_default_flat_priors As in :func:model_univariate. None

Returns

Name Type Description
Model The assembled model spec.