publication . Article . 2010

Application of MARS for the Construction of Nonparametric Models

Gocheva-Ilieva, Snezhana;
Open Access Bulgarian
  • Published: 01 Jan 2010
  • Publisher: Union of Bulgarian Mathematicians
  • Country: Bulgaria
Abstract
2000 Mathematics Subject Classification: 62G08, 62P30. This paper presents the main features of the relatively new statistical technique called Multivariate Adaptive Regression Splines (MARS) and the corresponding software product. The MARS method is designed for statistical analysis of data, when standard parametric modeling by multiple regression or logistic regression methods is not applicable. A case study from the area of laser technology, especially for modeling of UV Cu+ Ne-CuBr laser is performed. The obtained results are in a good agreement with practical issues. It is shown that the constructed nonparametric MARS models can be applied in estimation and...
Subjects
free text keywords: Multivariate Regression, Nonparametric Model, Ultraviolet Laser
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