On the solvability of the optimization problem for constructing quite interpretable linear regressions

This article is devoted to improving the technique for constructing interpretable regression models in which parameters are estimated using the ordinary least squares method. A definition of quite interpretable linear regressions is provided. The main requirements for such regressions include the co...

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Autor principal:	M. P. Bazilevskiy
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Kazan Federal University 2025-12-01
coleção:	Учёные записки Казанского университета: Серия Физико-математические науки
Assuntos:	linear regression ordinary least squares method interpretability multicollinearity significance mixed 0-1 integer linear programming problem solvability
Acesso em linha:	https://uzakufismat.elpub.ru/jour/article/view/259
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