The Curve Fitting Problem, Data Validation, and Inductive Generalization in Machine Learning.

Aris Spanos and Deborah Mayo's error-statistical approach to statistical modeling and inference adopts the reliability of inductive inference as a primary criterion for statistical model and estimator selection (e.g., curve fitting). In this paper, we expand the error-statistical approach's adoption...

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Publicado en:	Erkenntnis Vol. 90; no. 8; pp. 3767 - 3782
Autores principales:	Tamir, Michael, Shech, Elay
Formato:	Artículo
Publicado:	Springer Nature Dec2025
Materias:	Curve fitting Induction (Logic) Statistical errors Theory of knowledge Machine learning Data integrity Statistical models
Acceso en línea:	Ver este registro en EBSCOhost