Regression Splines

Nonparametric Regression and Spline Smoothing  eBooks & eLearning

Posted by insetes at June 8, 2021
Nonparametric Regression and Spline Smoothing

Nonparametric Regression and Spline Smoothing By Randall L. Eubank
1999 | 356 Pages | ISBN: 0824793374 | DJVU | 3 MB

Generalized Additive Models: An Introduction with R, Second Edition  eBooks & eLearning

Posted by Underaglassmoon at Feb. 7, 2018
Generalized Additive Models: An Introduction with R, Second Edition

Generalized Additive Models: An Introduction with R, Second Edition
CRC Press | English | 2017 | ISBN-10: 1498728332 | 496 pages | EPUB | 10.36 mb

by Simon N. Wood (Author)
Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications

Özmen, Ayse, "Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications"
English | 2016 | ISBN-10: 3319307991 | 139 pages | EPUB | 2 MB

Robust Optimization of Spline Models and Complex Regulatory Networks  eBooks & eLearning

Posted by Underaglassmoon at May 16, 2016
Robust Optimization of Spline Models and Complex Regulatory Networks

Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications
Springer | Business & Management | June 12, 2016 | ISBN-10: 3319307991 | 139 pages | pdf | 2.8 mb

Authors: Özmen, Ayse
Presents new methods of robust optimization to handle uncertainty and non-linearity in complex regulatory networks
Provides guidance in the trade-off between accuracy and robustness
Exemplifies the new methods in three detailed applications involving financial, energy and environmental systems
Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications (Repost)

Ayşe Özmen, "Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications"
English | 2016 | ISBN: 3319307991 | PDF | pages: 143 | 2.2 mb
Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications

Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications by Ayse Özmen
English | PDF | 2016 | 143 Pages | ISBN : 3319307991 | 2.8 MB

This book introduces methods of robust optimization in multivariate adaptive regression splines (MARS) and Conic MARS in order to handle uncertainty and non-linearity. The proposed techniques are implemented and explained in two-model regulatory systems that can be found in the financial sector and in the contexts of banking, environmental protection, system biology and medicine.

MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data  eBooks & eLearning

Posted by AvaxGenius at May 8, 2020
MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data

MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data by Wengang Zhang
English | EPUB | 2020 | 250 Pages | ISBN : 981137421X | 19 MB

This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical applications with multivariate big data sets to explore the approach’s generalization capabilities and accuracy. As such, it offers a valuable resource for all geotechnical researchers, engineers, and general readers interested in big data analysis.
Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

Julian J. Faraway, "Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition"
English | ISBN: 149872096X | 2017 | 413 pages | PDF | 43 MB

Generalized Additive Models: An Introduction with R  eBooks & eLearning

Posted by insetes at March 27, 2019
Generalized Additive Models: An Introduction with R

Generalized Additive Models: An Introduction with R By Simon Wood
2006 | 384 Pages | ISBN: 1584884746 | PDF | 11 MB

A Distribution-free Theory of Nonparametric Regression  eBooks & eLearning

Posted by insetes at March 3, 2021
A Distribution-free Theory of Nonparametric Regression

A Distribution-free Theory of Nonparametric Regression By László Györfi, Michael Kohler, Adam Krzyzak, Harro Walk
2010 | 664 Pages | ISBN: 1441929983 | PDF | 5 MB