Noise-resilient penalty operators based on statistical differentiation schemes

Marc Vidal, Yves Rosseel

Classical approaches to penalized smoothing often rely on basis or kernel expansions, which constrain the estimator to a fixed span and may be restrictive for discretely observed d…