HierarchicalLaunchITS.priors_from_data#

HierarchicalLaunchITS.priors_from_data(X, y)[source]#

Data-adaptive priors keyed to the scale of y.

Parameters:

  • X (xarray.DataArray) – Standardized covariate design; unused (priors are keyed only to the scale of y), accepted for interface parity.

  • y (xarray.DataArray) – Outcome data used to scale the returned priors.

Returns:

Dictionary of data-adaptive priors keyed by parameter name.

Return type:

dict[str, Prior]