statsmodels.gam.generalized_additive_model.GLMGamResults.partial_values

method

GLMGamResults.partial_values(smooth_index, include_constant=True)[source]

contribution of a smooth term to the linear prediction

Warning: This will be replaced by a predict method

Parameters:

smooth_index : int

index of the smooth term within list of smooth terms

include_constant : bool

If true, then the estimated intercept is added to the prediction and its standard errors. This avoids that the confidence interval has zero width at the imposed identification constraint, e.g. either at a reference point or at the mean.

Returns:

predicted : nd_array

predicted value of linear term. This is not the expected response if the link function is not linear.

se_pred : nd_array

standard error of linear prediction