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6. Process or Product Monitoring and Control



Selected References
Time Series Analysis
Abraham, B. and Ledolter, J. (1983). Statistical Methods for Forecasting, Wiley, New York, NY.

Box, G. E. P., Jenkins, G. M., and Reinsel, G. C. (1994). Time Series Analysis, Forecasting and Control, 3rd ed. Prentice Hall, Englewood Clifs, NJ.

Box, G. E. P. and McGregor, J. F. (1974). "The Analysis of Closed-Loop Dynamic Stochastic Systems", Technometrics, Vol. 16-3.

Brockwell, Peter J. and Davis, Richard A. (1987). Time Series: Theory and Methods, Springer-Verlang.

Brockwell, Peter J. and Davis, Richard A. (2002). Introduction to Time Series and Forecasting, 2nd. ed., Springer-Verlang.

Chatfield, C. (1996). The Analysis of Time Series, 5th ed., Chapman & Hall, New York, NY.

DeLurgio, S. A. (1998). Forecasting Principles and Applications, Irwin McGraw-Hill, Boston, MA.

Ljung, G. and Box, G. (1978). "On a Measure of Lack of Fit in Time Series Models", Biometrika, 65, 297-303.

Nelson, C. R. (1973). Applied Time Series Analysis for Managerial Forecasting, Holden-Day, Boca-Raton, FL.

Makradakis, S., Wheelwright, S. C. and McGhee, V. E. (1983). Forecasting: Methods and Applications, 2nd ed., Wiley, New York, NY.

Statistical Process and Quality Control
Army Chemical Corps (1953). Master Sampling Plans for Single, Duplicate, Double and Multiple Sampling, Manual No. 2.

Bissell, A. F. (1990). "How Reliable is Your Capability Index?", Applied Statistics, 39, 331-340.

Champ, C.W., and Woodall, W.H. (1987). "Exact Results for Shewhart Control Charts with Supplementary Runs Rules", Technometrics, 29, 393-399.

Chen, Jann-Pygn and Ding, Cherng. G. (2001). "A new process capability index for non-normal distributions", International Journal of Quality & Reliability Mangement, Vol. 18, No. 7, pp. 762-770.

Duncan, A. J. (1986). Quality Control and Industrial Statistics, 5th ed., Irwin, Homewood, IL.

Hotelling, H. (1947). Multivariate Quality Control. In C. Eisenhart, M. W. Hastay, and W. A. Wallis, eds. Techniques of Statistical Analysis. New York: McGraw-Hill.

Hunter, J. S. (1986). The Exponentially Weighted Moving Average. Journal of Quality Technology, 18(4), 203-210. doi:10.1080/00224065.1986.11979014

Juran, J. M. (1997). "Early SQC: A Historical Supplement", Quality Progress, 30(9) 73-81.

Montgomery, D. C. (2000). Introduction to Statistical Quality Control, 4th ed., Wiley, New York, NY.

Kotz, S. and Johnson, N. L. (1992). Process Capability Indices, Chapman & Hall, London.

Lowry, C. A., Woodall, W. H., Champ, C. W., and Rigdon, S. E. (1992). "A Multivariate Exponentially Weighted Moving Average Chart", Technometrics, 34, 46-53.

Lucas, J. M. and Saccucci, M. S. (1990). "Exponentially weighted moving average control schemes: Properties and enhancements", Technometrics 32, 1-29.

Ott, E. R. and Schilling, E. G. (1990). Process Quality Control, 2nd ed., McGraw-Hill, New York, NY.

Pearn, W. L., Tai, Y. T., Hsiao, F. and Ao, Y. P. (2014). "Approximately Unbiased Estimator for Non-Normal Process Capability Index CNpk", Journal of Testing and Evaluation, Vol. 42, No. 6, pp. 1-10.

Quesenberry, C. P. (1993). "The effect of sample size on estimated limits for and X control charts", Journal of Quality Technology, 25(4) 237-247.

Ryan, T.P. (2000). Statistical Methods for Quality Improvement, 2nd ed., Wiley, New York, NY.

Ryan, T. P. and Schwertman, N. C. (1997). "Optimal limits for attributes control charts", Journal of Quality Technology, 29 (1), 86-98.

Schilling, E. G. (1982). Acceptance Sampling in Quality Control, Marcel Dekker, New York, NY.

Tracy, N. D., Young, J. C. and Mason, R. L. (1992). "Multivariate Control Charts for Individual Observations", Journal of Quality Technology, 24(2), 88-95.

Woodall, W. H. (1997). "Control Charting Based on Attribute Data: Bibliography and Review", Journal of Quality Technology, 29, 172-183.

Woodall, W. H., and Adams, B. M. (1993); "The Statistical Design of CUSUM Charts", Quality Engineering, 5(4), 559-570.

Zhang, Stenback, and Wardrop (1990). "Interval Estimation of the Process Capability Index", Communications in Statistics: Theory and Methods, 19(21), 4455-4470.

Statistical Analysis
Anderson, T. W. (1984). Introduction to Multivariate Statistical Analysis, 2nd ed., Wiley New York, NY.

Johnson, R. A. and Wichern, D. W. (1998). Applied Multivariate Statistical Analysis, Fourth Ed., Prentice Hall, Upper Saddle River, NJ.

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