An analytic journey in an industrial classification problem: How to use models to sharpen your questions

The mathematician and bio‐scientist Sam Karlin is quoted stating that “The purpose of models is not to fit the data but to sharpen the question”. In this paper, we describe a journey between questions, models and data analysis to reach specific goals. This journey is typical in industrial, engineeri...

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Veröffentlicht in:	Quality and reliability engineering international 2024-03, Vol.40 (2), p.803-818
Hauptverfasser:	Kenett, Ron S., Gotwalt, Chris, Poggi, Jean‐Michel
Format:	Artikel
Sprache:	eng
Schlagworte:	analytic journey Data analysis Data collection Electronic systems information quality lasso Questions random forest ridge regression Robustness (mathematics) Sensors Statistical analysis
Online-Zugang:	Volltext
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