statsmodels.gam.smooth_basis.CyclicCubicSplines.transform

CyclicCubicSplines.transform(x_new)

create the spline basis for new observations

The main use of this stateful transformation is for prediction using the same specification of the spline basis.

Parameters:

x_new (ndarray) – observations of the underlying explanatory variable

Returns:

basis – design matrix for the spline basis for given x_new.

Return type:

ndarray