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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 32, 2000 - Issue 3
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Computer Programs

An Algorithm for Computing a Smooth Nonparametric Process Capability Estimate

Pages 284-289 | Published online: 20 Feb 2018

References

  • Altman, N. and Leger, C. (1995). “Bandwidth Selection for Kernel Distribution Function Estimation”. Journal of Statistical Planning and Inference 46, pp. 195–214.
  • Azzalini, A. (1981). “A Note on the Estimation of a Distribution Function and Quantiles by the Kernel Method”. Biometrika 68, pp. 326–328.
  • Castagliola, P. (1996). “Evaluation of Non-Normal Process Capability Indices Using Burr's Distributions”. Quality Engineering 8, pp. 587–593.
  • Chou, Y.-M. and Polansky, A. M. (1996). “Fitting SPC Data using a Sample Quantile Ratio”. ASA Proceedings of the Section on Quality and Productivity. American Statistical Association, Alexandria, VA. pp. 9–16.
  • Clements, J. A. (1989). “Process Capability Calculations for Non-Normal Distributions”. Quality Progress 22, pp. 95–100.
  • Farnum, N. R. (1996). “Using Johnson Curves to Describe Non-Normal Process Data”. Quality Engineering 9, pp. 329–336.
  • Hamilton, D. C. and Lesperance, M. L. (1997). “A Comparison of Estimators of the Proportion Nonconforming in Univariate and Multivariate Normal Samples”. Journal of Statistical Computation and Simulation 59, pp. 333–348.
  • Jones, M. C. (1990). “The Performance of Kernel Density Functions in Kernel Distribution Estimation”. Statistics and Probability Letters 9, pp. 129–132.
  • Kotz, S. and Johnson, N. L. (1993). Process Capability Indices. Chapman & Hall, London, UK.
  • Montgomery, D. C. (1991). Introduction to Statistical Quality Control. John Wiley & Sons, New York, NY.
  • Nadaraya, E. A. (1964). “Some New Estimates for Distribution Functions”. Theory of Probability and Its Applications 9, pp. 497–500.
  • Polansky, A. M. (1998). “A Smooth Nonparametric Approach to Process Capability”. Quality and Reliability Engineering International 14, pp. 43–48.
  • Polansky, A. M.; Chou, Y.-M.; and Mason, R. L. (1998). “Estimating Process Capability Indices for a Truncated Distribution”. Quality Engineering 11, pp. 257–265.
  • Sarda, P. (1993). “Smoothing Parameter Selection for Smooth Distribution Functions”. Journal of Statistical Planning and Inference 35, pp. 65–75.
  • Silverman, B. W. (1986). Density Estimation for Statistics and Data Analysis. Chapman & Hall, London, UK.
  • Sommerville, S. E. and Montgomery, D. C. (1996). “Process Capability Indices and Non-Normal Distributions”. Quality Engineering 9, pp. 305–316.
  • Thisted, R. A. (1988). Elements of Statistical Computing. Chapman & Hall, London, UK.
  • Wand, M. P. (1997). “Data-Based Choice of Histogram Bin Width”. American Statistician 51, pp. 59–64.
  • Zelen, M. and Severo, N. C. (1972). “Probability Functions” in Handbook of Mathematical Functions edited by M. Abramowitz and I. A. Stegun. Dover Publications, New York, NY.

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