model_spatial_gev

model_spatial_gev(
    coordinates,
    at_site_data,
    use_copula_dependence=None,
    use_location_errors=None,
    use_scale_errors=None,
    use_shape_errors=None,
    use_log_link_for_location=None,
    use_log_link_for_scale=None,
    parameters=None,
    parameter_values=None,
    use_default_flat_priors=None,
)

The Renard hierarchical spatial GEV model.

At-site GEV distributions whose parameters are themselves regressions over site coordinates.

Parameters

Name	Type	Description	Default
coordinates	array_like	A sites-by-2 array of site coordinates.	required
at_site_data	array_like	An observations-by-sites array of the at-site records.	required
use_copula_dependence	bool	Gate the spatial-dependence and regression-error terms.	None
use_location_errors	bool	Gate the spatial-dependence and regression-error terms.	None
use_scale_errors	bool	Gate the spatial-dependence and regression-error terms.	None
use_shape_errors	bool	Gate the spatial-dependence and regression-error terms.	None
use_log_link_for_location	bool	Select a log link for the corresponding regression.	None
use_log_link_for_scale	bool	Select a log link for the corresponding regression.	None
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.