Artigo
Trajetória Ridge em experimentos de misturas: um resultado ótimo com restrição na variância de predição
Ridge path in mixtures experiments: optimal result with restriction on prediction of variance
Registro en:
NEPOMUCENA, T. M.; CIRILLO, M. A.; MENEZES, F. S. Trajetória Ridge em experimentos de misturas: um resultado ótimo com restrição na variância de predição. IEEE Latin America Transactions, [S.l.], v. 15, n. 2, Feb. 2017.
Autor
Nepomucena, Tânia Miranda
Cirillo, Marcelo Ângelo
Menezes, Fortunato Silva
Institución
Resumen
In order to evaluate a methodology applied to the
ridge analysis in mixing experiments with linear constraints, this
article proposes through the construction of a ridge path to
obtain the maximum or minimum value of the predicted response
under a prediction variance conditioned to a restriction. For this
purpose, we considered two experiments mixtures with variables
with a lower or upper bound limit. The results were compared
with the ones obtained by other methods available in the
literature. According to the degree of multicollinearity of the
variables in each experiment, it was observed that the proposed
methodology was efficient to provide predicted response with the
value higher than the maximum obtained by existing methods
and variance reduced prediction.