Bounded optimal knots for regression splines - Molinari, Nicolas; Durand, Jean-François; Sabatier, Robert (Computational statistics & data analysis, 2004)
Keywords: Additive models; AIC; BIC; Bound constrained optimization; Exact sciences and technology; Free knots selection; Linear inference, regression; Mathematics; Numerical analysis; Numerical analysis. Scientific computation; Numerical approximation; Numerical methods in mathematical programming, optimization and calculus of variations; Numerical methods in optimization and calculus of variations; Probability and statistics; Sciences and techniques of general use; Statistics; Surface estimation; Free knots selection; Surface estimation; AIC; Bound constrained optimization; BIC; Additive models; B spline; Statistical method; Free knot selection; Additive process; Least squares method; Regression spline; AIC and BIC; Spline approximation; Constrained optimization