V-Splines and Bayes Estimate

Zhanglong Cao, David Bryant, Matthew Parry

Smoothing splines can be thought of as the posterior mean of a Gaussian process regression in a certain limit. By constructing a reproducing kernel Hilbert space with an appropriat…