Publications by Emilio Luis Sáenz Guillén

Geometrically Designed Splines: GeDS

06.08.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces a piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the univari...

17217 sym R (7527 sym/33 pcs) 14 img

Generalized Additive Models (GAM) with GeD Splines

06.08.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces an initial piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the...

11967 sym R (3763 sym/28 pcs) 9 img

Geometrically Designed Splines: GeDS

17.05.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces a piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the univari...

15163 sym R (5465 sym/27 pcs) 14 img

Geometrically Designed Splines: GeDS

16.05.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces a piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the univari...

15141 sym R (5465 sym/27 pcs) 14 img

Geometrically Designed Splines: GeDS

12.04.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces a piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the univari...

13035 sym R (6502 sym/27 pcs) 14 img

Geometrically Designed Splines: GeDS

11.04.2024

Introduction Geometrically designed spline (GeDS) regression is an efficient and versatile free-knot spline regression technique. This is based on a locally-adaptive knot insertion scheme that produces a piecewise linear spline fit, over which smoother higher order spline fits are subsequently built. GeDS was firstly introduced for the univari...

13035 sym R (6531 sym/27 pcs) 14 img