Model selection in multivariate adaptive regressions splines (MARS) using alternative information criteria

Multivariate Adaptive Regression Splines (MARS) is a useful non-parametric regression analysis method that can be used for model selection in high-dimensional data. Since MARS can identify and model complex, non-linear relationships between the dependent variable and independent variables without re...

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Hlavní autoři:	Meryem Bekar Adiguzel, Mehmet Ali Cengiz
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2023-09-01
Edice:	Heliyon
Témata:	Multivariate Adaptive Regression Splines Model selection Akaike information criterion Schwarz Bayesian information criterion Information complexity criterion
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2405844023071724
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