ISBN: 9783639173451

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementatio… mais…

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementation in nonparametric regression. Knot selection is extremely important for estimating a function with complicated structure by spline functions. The AFKS allows variable knot numbers and replacements of knots at any locations and multiple knots at the same location. This flexibility leads to an adaptive spline estimator that adapts to any function with inhomogeneous smoothness, including a sharp kink or discontinuity, which substantially improves the representation power of splines. A new knot selection scheme is proposed, by utilizing an adaptive model selection criterion (AMSC) and an Evolutionary Algorithm (EA). The AMSC guards against the selection error in searching through a large candidate knot space, while the EA enables us to search the global minima of AMSC. The performance of the AFKS is examined via simulations, which demonstrates its..., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 108, [GW: 160g], Banküberweisung, PayPal, Klarna-Sofortüberweisung, [CT: Sonstiges / Sonstiges]<

ISBN: 9783639173451

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementatio… mais…

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementation in nonparametric regression. Knot selection is extremely important for estimating a function with complicated structure by spline functions. The AFKS allows variable knot numbers and replacements of knots at any locations and multiple knots at the same location. This flexibility leads to an adaptive spline estimator that adapts to any function with inhomogeneous smoothness, including a sharp kink or discontinuity, which substantially improves the representation power of splines. A new knot selection scheme is proposed, by utilizing an adaptive model selection criterion (AMSC) and an Evolutionary Algorithm (EA). The AMSC guards against the selection error in searching through a large candidate knot space, while the EA enables us to search the global minima of AMSC. The performance of the AFKS is examined via simulations, which demonstrates its..., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 108, [GW: 160g], Banküberweisung, PayPal, Klarna-Sofortüberweisung, [CT: Sonstiges / Sonstiges]<

ISBN: 9783639173451

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementatio… mais…

[ED: Taschenbuch], [PU: VDM Verlag Dr. Müller], In this book, we propose a function estimation procedure using adaptive free-knot splines (AFKS) and associated algorithm for implementation in nonparametric regression. Knot selection is extremely important for estimating a function with complicated structure by spline functions. The AFKS allows variable knot numbers and replacements of knots at any locations and multiple knots at the same location. This flexibility leads to an adaptive spline estimator that adapts to any function with inhomogeneous smoothness, including a sharp kink or discontinuity, which substantially improves the representation power of splines. A new knot selection scheme is proposed, by utilizing an adaptive model selection criterion (AMSC) and an Evolutionary Algorithm (EA). The AMSC guards against the selection error in searching through a large candidate knot space, while the EA enables us to search the global minima of AMSC. The performance of the AFKS is examined via simulations, which demonstrates its..., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 108, [GW: 160g], Banküberweisung, PayPal, [CT: Sonstiges / Sonstiges]<

ISBN: 9783639173451

*ADAPTIVE FREE-KNOT SPLINES AND INFERENCE* - Free-knot splines and adaptive model selection / Taschenbuch für 48.99 € / Aus dem Bereich: Bücher, Wissenschaft, Mathematik Medien > Bücher n… mais…

*ADAPTIVE FREE-KNOT SPLINES AND INFERENCE* - Free-knot splines and adaptive model selection / Taschenbuch für 48.99 € / Aus dem Bereich: Bücher, Wissenschaft, Mathematik Medien > Bücher nein Buch (kartoniert) Hardcover;Naturwissenschaften, Medizin, Informatik, Technik;Mathematik, VDM Verlag Dr. Müller<

ISBN: 9783639173451

ADAPTIVE FREE-KNOT SPLINES AND INFERENCE ab 48.99 € als Taschenbuch: Free-knot splines and adaptive model selection. Aus dem Bereich: Bücher, Wissenschaft, Mathematik, Medien > Bücher nei… mais…

ADAPTIVE FREE-KNOT SPLINES AND INFERENCE ab 48.99 € als Taschenbuch: Free-knot splines and adaptive model selection. Aus dem Bereich: Bücher, Wissenschaft, Mathematik, Medien > Bücher nein Buch (kartoniert) Hardcover;Naturwissenschaften, Medizin, Informatik, Technik;Mathematik, VDM Verlag Dr. Müller<