statsmodels.gam.generalized_additive_model.GLMGamResults.partial_values

GLMGamResults.partial_values(smooth_index, include_constant=True)

contribution of a smooth term to the linear prediction

Warning: This will be replaced by a predict method

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

predictednd_array

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

se_prednd_array

standard error of linear prediction