Cao, Jiguo; Ramsay, James O. - In: Computational Statistics & Data Analysis 53 (2009) 7, pp. 2550-2562
We propose the generalized profiling method to estimate the multiple regression functions in the framework of penalized spline smoothing, where the regression functions and the smoothing parameter are estimated in two nested levels of optimization. The corresponding gradients and Hessian...