..  class.rst

LinearGAM
=========

.. currentmodule:: pygam.pygam
.. autoclass:: LinearGAM
    :members:
    :show-inheritance:
    :inherited-members:
    
        
            .. rubric:: Methods
            .. autosummary::
                :nosignatures:
                
                    ~LinearGAM._C
                    ~LinearGAM._P
                    ~LinearGAM._W
                    ~LinearGAM.__delattr__
                    ~LinearGAM.__dir__
                    ~LinearGAM.__eq__
                    ~LinearGAM.__format__
                    ~LinearGAM.__ge__
                    ~LinearGAM.__getattr__
                    ~LinearGAM.__getattribute__
                    ~LinearGAM.__getstate__
                    ~LinearGAM.__gt__
                    ~LinearGAM.__hash__
                    ~LinearGAM.__init__
                    ~LinearGAM.__init_subclass__
                    ~LinearGAM.__le__
                    ~LinearGAM.__lt__
                    ~LinearGAM.__ne__
                    ~LinearGAM.__new__
                    ~LinearGAM.__reduce__
                    ~LinearGAM.__reduce_ex__
                    ~LinearGAM.__repr__
                    ~LinearGAM.__setattr__
                    ~LinearGAM.__sizeof__
                    ~LinearGAM.__str__
                    ~LinearGAM.__subclasshook__
                    ~LinearGAM._bootstrap_samples_of_smoothing
                    ~LinearGAM._cholesky
                    ~LinearGAM._compute_p_value
                    ~LinearGAM._estimate_AIC
                    ~LinearGAM._estimate_AICc
                    ~LinearGAM._estimate_GCV_UBRE
                    ~LinearGAM._estimate_model_statistics
                    ~LinearGAM._estimate_p_values
                    ~LinearGAM._estimate_r2
                    ~LinearGAM._flatten_mesh
                    ~LinearGAM._get_quantiles
                    ~LinearGAM._get_terms
                    ~LinearGAM._has_terms
                    ~LinearGAM._initial_estimate
                    ~LinearGAM._linear_predictor
                    ~LinearGAM._loglikelihood
                    ~LinearGAM._mask
                    ~LinearGAM._modelmat
                    ~LinearGAM._on_loop_end
                    ~LinearGAM._on_loop_start
                    ~LinearGAM._pirls
                    ~LinearGAM._pseudo_data
                    ~LinearGAM._sample_coef
                    ~LinearGAM._simulate_coef_from_bootstraps
                    ~LinearGAM._super_get
                    ~LinearGAM._super_has
                    ~LinearGAM._validate_data_dep_params
                    ~LinearGAM._validate_params
                    ~LinearGAM.confidence_intervals
                    ~LinearGAM.deviance_residuals
                    ~LinearGAM.fit
                    ~LinearGAM.generate_X_grid
                    ~LinearGAM.get_params
                    ~LinearGAM.gridsearch
                    ~LinearGAM.loglikelihood
                    ~LinearGAM.partial_dependence
                    ~LinearGAM.predict
                    ~LinearGAM.predict_mu
                    ~LinearGAM.prediction_intervals
                    ~LinearGAM.sample
                    ~LinearGAM.score
                    ~LinearGAM.set_params
                    ~LinearGAM.summary