A COMPARISON OF THE MAHALANOBIS-TAGUCHI SYSTEM TO A STANDARD STATISTICAL METHOD FOR DEFECT DETECTION

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CUDNEY E.A.; DRAIN D.; PARYANI K.; SHARMA NARESH

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Journal Paper

Paper Information

Journal: Journal of Industrial and Systems Engineering Year:2009 | Volume:2 | Issue:4 Page(s): 250-258

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Title

A COMPARISON OF THE MAHALANOBIS-TAGUCHI SYSTEM TO A STANDARD STATISTICAL METHOD FOR DEFECT DETECTION

Author(s)

CUDNEY E.A. | DRAIN D. | PARYANI K. | SHARMA NARESH | Issue Writer Certificate

Keywords

MAHALANOBIS DISTANCE

MAHALANOBIS-TAGUCHI SYSTEM

MULTIVARIATE

DIAGNOSIS

ALPHA (PROBABILITY OF TYPE I) ERROR

BETA (PROBABILITY OF TYPE II) ERROR

FORECASTING

Abstract

The MAHALANOBIS-TAGUCHI SYSTEM is a DIAGNOSIS and FORECASTING method for MULTIVARIATE data. MAHALANOBIS DISTANCE is a measure based on correlations between the variables and different patterns that can be identified and analyzed with respect to a base or reference group. This paper presents a comparison of the MAHALANOBIS-TAGUCHI SYSTEM and a standard statistical technique for defect detection by identifying abnormalities. The objective of this research is to provide a method for defect detection with acceptable alpha (probability of type I) and beta (probability of type II) errors.

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APA: Copy

PARYANI, K., SHARMA, NARESH, CUDNEY, E.A., & DRAIN, D.. (2009). A COMPARISON OF THE MAHALANOBIS-TAGUCHI SYSTEM TO A STANDARD STATISTICAL METHOD FOR DEFECT DETECTION. JOURNAL OF INDUSTRIAL AND SYSTEMS ENGINEERING (JISE), 2(4), 250-258. SID. https://sid.ir/paper/307088/en

Vancouver: Copy

PARYANI K., SHARMA NARESH, CUDNEY E.A., DRAIN D.. A COMPARISON OF THE MAHALANOBIS-TAGUCHI SYSTEM TO A STANDARD STATISTICAL METHOD FOR DEFECT DETECTION. JOURNAL OF INDUSTRIAL AND SYSTEMS ENGINEERING (JISE)[Internet]. 2009;2(4):250-258. Available from: https://sid.ir/paper/307088/en

IEEE: Copy

K. PARYANI, NARESH SHARMA, E.A. CUDNEY, and D. DRAIN, “A COMPARISON OF THE MAHALANOBIS-TAGUCHI SYSTEM TO A STANDARD STATISTICAL METHOD FOR DEFECT DETECTION,” JOURNAL OF INDUSTRIAL AND SYSTEMS ENGINEERING (JISE), vol. 2, no. 4, pp. 250–258, 2009, [Online]. Available: https://sid.ir/paper/307088/en

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