Noise-resilient penalty operators based on statistical differentiation schemes

Marc Vidal, Yves Rosseel

Penalized smoothing is a standard tool in regression analysis. Classical approaches often rely on basis or kernel expansions, which constrain the estimator to a fixed span and impo…