SamsRegressor
=============

.. currentmodule:: pyoptex.analysis.estimators.sams.estimator

.. autoclass:: SamsRegressor

   
   .. automethod:: __init__

   
      .. rubric:: Methods

      .. autosummary::
         :toctree:
         :template: method.rst
      
         SamsRegressor.fit
         SamsRegressor.formula
         SamsRegressor.model_formula
         SamsRegressor.plot_selection
         SamsRegressor.pred_var
         SamsRegressor.predict
         SamsRegressor.preprocess_fit
         SamsRegressor.preprocess_predict
         SamsRegressor.score
         SamsRegressor.summary
   
   

   
   
      .. rubric:: Attributes

      .. autosummary::
         :toctree:
         :template: attribute.rst
      
         SamsRegressor.M_
         SamsRegressor.Minv_
         SamsRegressor.V_
         SamsRegressor.Vinv_
         SamsRegressor.information_matrix
         SamsRegressor.inv_information_matrix
         SamsRegressor.inv_obs_cov
         SamsRegressor.is_fitted
         SamsRegressor.obs_cov
         SamsRegressor.total_var