statsmodels.gam.generalized_additive_model.GLMGamResults.partial_values#

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

Contribution of a smooth term to the linear prediction

Parameters:

smooth_indexint: index of the smooth term within list of smooth terms
include_constantbool: 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:

predictedndarray: predicted value of linear term. This is not the expected response if the link function is not linear.
se_predndarray: standard error of linear prediction

Notes

This will be replaced by a predict method.