Evaluation of the Performance of Kernel Non-parametric Regression and Ordinary Least Squares Regression

Researchers need to understand the differences between parametric and nonparametric regression models and how they work with available information about the relationship between response and explanatory variables and the distribution of random errors. This paper proposes a new nonparametric regressi...

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Hlavní autoři:	Amjed Mohammed Sadek, Lekaa Ali Mohammed
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Society of Visual Informatics 2024-09-01
Edice:	JOIV: International Journal on Informatics Visualization
Témata:	generalized cross validation, r-square, mean square error, kernel regression, ordinary least square
On-line přístup:	https://joiv.org/index.php/joiv/article/view/2430
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