Cheng, Guang; Zhang, Hao; Shang, Zuofeng - In: Annals of the Institute of Statistical Mathematics 67 (2015) 1, pp. 93-127
context of smoothing splines. The regularization method has a simple yet elegant form, consisting of roughness penalty on the … smoothing splines, we reformulate the objective function as a LASSO-type problem, enabling us to use the LARS algorithm to …