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. |