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Introduction to Statistical Quality Control, 4th ed., Wiley, New York, NY.. "Exponentially weighted moving average control schemes: Properties and enhancements", Technometrics 32, 1-29..

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5 Generate an autocorrelation plot

of the residuals from the

ARIMA(0,1,1) model.

6 Perform a Ljung-Box test of

randomness for the residuals from

the ARIMA(0,1,1) model.

5 The autocorrelation plot of the residuals indicates that the residuals are random.

6 The Ljung-Box test indicates that the residuals are not random at the 95% level, but are random at the 99% level.

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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.

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.

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

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.

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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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