Korean Management Science Review (경영과학)
- Volume 11 Issue 2
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- Pages.133-146
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- 1994
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- 1225-1100(pISSN)
A comparison of neural networks to ols regression in process/quality control applications
- Nam, Kyungdoo (Business Administration Division, University) ;
- Sanford, Clive C. (Business Computer Information Systems Department College of Business Administration University of North Texas) ;
- Jayakumar, Maliyakal D. (Business Computer Information Systems Department College of Business Administration University of North Texas)
- Published : 1994.06.01
Abstract
This study compares the performance of neural networks and ordinary least squares regression with quality-control processes. We examine the applicability of neural networks because they do not require any assumptions regarding either the functional from of the underlying process or the distribution of errors. The coefficient of determination(
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