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NTIS 바로가기品質經營學會誌 = Journal of Korean society for quality management, v.49 no.4, 2021년, pp.539 - 550
이규영 (한양대학교 산업공학과) , 이미림 (홍익대학교 경영학부)
Purpose: The purpose of this study is to propose a multivariate CUSUM control chart that can detect the out-of-control state fast while monitoring the cross- and auto- correlated multivariate time series data. Methods: We first build models to estimate the observation data and calculate the correspo...
Arkat, J., Niaki, S. T. A., and Abbasi, B. 2007. Artificial Neural Networks in Applying MCUSUM Residuals Charts for AR (1) Processes. Applied Mathematics and Computation 189(2):1889-1901.
Fricker, R. D., Hegler, B. L. and Dunfee, D. A. 2008. Comparing Syndromic Surveillance Detection Methods: EARS versus a CUSUM Based Methodology. Statistics in Medicine 27:3407-3429.
Issam, B. K. and Mohamed, L. 2008. Support Vector Regression Based Residual MCUSUM Control Chart for Atocorrelated Process. Applied Mathematics and Computation 201(1):565-574.
Jiang, W., Han, S. W., Tsui, K. L., and Woodall, W. H. 2011. Spatiotemporal Surveillance Methods in the Presence of Spatial Correlation. Statistics in Medicine 30(5):569-583.
Kim, M. J., Park, Y., Kim, T. K., and Jung, J.-S. 2019. A Study on the Prediction Diagnosis System Improvement by Error Terms and Learning Methodologies Application. Journal of Korean Society for Quality Management 47(4):783-793.
Kim, S. B., Jitpitaklert, W., Park, S. K., and Hwang, S. J. 2012. Data Mining Model-based Control Charts for Multivariate and Autocorrelated Processes. Expert Systems with Applications 39(2):2073-2081.
Kim, S. H., Alexopoulos, C., Tsui, K. L., and Wilson, J. R. 2007. A Distribution-free Tabular CUSUM Chart for Auto-correlated Data. IIE Transactions 39(3):317-330.
Lee, M. L., Goldsman, D., Kim, S. H., and Tsui, K. L. 2014. Spatiotemporal Biosurveillance with Spatial Clusters: Control Limit Approximation and Impact of Spatial Correlation. IIE Transactions 46(8):813-827.
Montgomery, D.C. 2009. Introduction to Statistical Quality Control, sixth edition, New York: Wiley.
Noorossana, R. and Vaghefi, S. J. M. 2006. Effect of Auto-correlation on Performance of the MCUSUM Control Chart. Quality and Reliability Engineering International 22(2):191-197.
Woodall, W.H. and Ncube, M.M. 1985. Mutivariate CUSUM Quality Control Procedures. Technometrics 27: 285-292.
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