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Methods for Developing a Process Design Space Using Retrospective Data

Prospectively planned designs of experiments (DoEs) offer a valuable approach to preventing collinearity issues that can result in statistical confusion, leading to misinterpretation and reducing the predictability of statistical models. However, it is also possible to develop models using historica...

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Principais autores: Miquel Romero-Obon, Pilar Pérez-Lozano, Khadija Rouaz-El-Hajoui, Marc Suñé-Pou, Anna Nardi-Ricart, Josep M. Suñé-Negre, Encarna García-Montoya
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-11-01
Serier:Pharmaceutics
Fag:
design space
design of experiment
retrospective data
legacy product
collinearity
overfitting
Online adgang:https://www.mdpi.com/1999-4923/15/11/2629
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