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Original Articles

Statistical Monitoring of Nominal Logistic Profiles in Phase II

, &
Pages 2689-2704 | Received 01 Mar 2012, Accepted 19 Mar 2013, Published online: 24 Jul 2015

References

  • Agresti A. (2003). Categorical Data Analysis. New York: Wiley-interscience.
  • Amiri, A., Jensen W.A., Kazemzadeh R.B. (2010). A case study on monitoring polynomial profiles in the automotive industry. Qual. Reliab. Eng. Int. 26: 509–520.
  • Chang, C.C., Lin, C.J. (2011). LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2:1–27.
  • Ding, Y., Zeng, L., Zhou, S. (2006). Phase I analysis for monitoring nonlinear profiles in manufacturing processes. J. Qual. Technol. 38:199–216.
  • Duda, R.O., Hart, P.E., Stork, D.G. (2001). Pattern Classification. New York: Wiley Interscience.
  • Eyvazian, M., Noorossana, R., Saghaei, A., Amiri, A. (2011). Phase II monitoring of multivariate multiple linear regression profiles. Qual. Reliab. Eng. Int. 27:281–296.
  • Friedman, J., Hastie, T., Tibshirani, R. (2000). Additive logistic regression: A statistical view of boosting. Special invited paper. Ann. Statist. 28:337–407.
  • Gupta, S., Montgomery, D.C., Woodall, W.H. (2006). Performance evaluation of two methods for online monitoring of linear calibration profiles. Int. J. Product. Res. 44:1927–1942.
  • Ho, L.L., Said, M.E., Kim, R.W. (2010). Monitoring the parameters of the market model by linear profile procedures. Econ. Qua. Control 25:81–96.
  • Izadbakhsh, H., Noorossana, R., Zarinbal, M., Zarinbal, A., Safaian, M., Chegeni, M. (2011), An EWMA based method for monitoring polytomous logistic profiles. IEEE Int. Conf. Industr. Eng. Eng. Manage. 1359–1363.
  • Jensen, W.A., Birch, J.B., Woodall, W.H. (2008). Monitoring correlation within linear profiles using mixed models. J. Qual. Technol. 40:167–183.
  • Jensen, W.A., Birch, J.B. (2009). Profile monitoring via nonlinear mixed models. J. Qual. Technol. 41:18–34.
  • Kang, L., Albin, S. (2000). On-line monitoring when the process yields a linear. J. Qual. Technol. 32:418–426.
  • Kazemzadeh, R., Noorossana, R., Amiri, A. (2008). Phase I monitoring of polynomial profiles. Commun. Statist. Theor. Meth. 37:1671–1686.
  • Kazemzadeh, R., Noorossana, R., Amiri, A. (2010). Phase II monitoring of autocorrelated polynomial profiles in AR (1) processes. Scientia Iranica 17:12–24.
  • Kim, K., Mahmoud, M.A., Woodall, W.H. (2003). On the monitoring of linear profiles. J. Qual. Technol. 35:317–328.
  • Lowry, C.A., Woodall, W.H., Champ, C.W., Rigdon, S.E. (1992). A multivariate exponentially weighted moving average control chart. Technometrics 34:46–53.
  • Mahmoud, M.A., Parker, P.A., Woodall, W.H., Hawkins, D.M. (2007). A change point method for linear profile data. Qual. Reliab. Eng. Int. 23:247–268.
  • Mahmoud, M.A. (2008). Phase I analysis of multiple linear regression profiles. Commun. Statist. Simul. Computat. 37:2106–2130.
  • Marques de Sa, J.P. (2008). Pattern Recognition: Concepts, Methods and Applications. Berlin: Springer.
  • McCullagh, P., Nelder, J.A. (1980). Generalized Linear Models, 2nd ed., London: Chapman & Hall.
  • Moya, M., Koch, M., Hostetler, L. (1993). One-class classifier networks for target recognition applications. World Congress on Neural Networks 797–801.
  • Noorossana, R., Amiri, A., Soleimani, P. (2008). On the monitoring of autocorrelated linear profiles. Commun. Statist. Theo. Meth. 37:425–442.
  • Noorossana, R., Eyvazian, M., Amiri, A., Mahmoud, M.A. (2010a). Statistical monitoring of multivariate multiple linear regression profiles in Phase I with calibration application. Qual. Reliab. Eng. Int. 26:291–303.
  • Noorossana, R., Eyvazian, M., Vaghefi, A. (2010b). Phase II monitoring of multivariate simple linear profiles. Comput. Industr. Eng. 58:563–570.
  • Noorossana, R., Izadbakhsh, H. (2012). Profile monitoring for multinomial responses (In Farsi). Int. J. Indust. Eng. Product. Manag.
  • Noorossana, R., Izadbakhsh, H. R., and Nayebpour, M. R. (2014). A likelihood ratio test approach to profile monitoring in tourism industry. Appl. Appl. Math. 9:518–527.
  • Pal, S., Pal, A. (2001). Pattern Recognition: From Classical to Modern Approaches. Singapore: World Scientific Publishing Co. Pte. Ltd.
  • Paynabar, K., Jin, J. (2011). Characterization of non-linear profiles variations using mixed-effect models and wavelets. IIE Trans. 43:275–290.
  • Qiu, P., Zou, C. (2009). Control chart for monitoring nonparametric profiles with arbitrary design. Statistica Sinica 19:1337–1357.
  • Qiu, P., Zou, C., Wang, Z. (2010). Nonparametric profile monitoring by mixed effects modeling. With discussion. Technometrics 52:265–287.
  • Schabenberger, O., Pierce, F.J. (2002). Contemporary Statistical Models for the Plant and Soil Sciences, Boca Raton, FL: CRC Press.
  • Scholkopf, B., Platt, J.C., Shawe-Taylor, J., Smola, A.J., Williamson, R.C. (1999). Estimating the support of a high-dimensional distribution. Technical report, Microsoft Research, MSR-TR-99-87.
  • Shang, Y., Tsung, F., Zou, C. (2011). Profile monitoring with binary data and random predictors. J. Qual. Technol. 43:196–208.
  • Soleimani, P., Noorossana, R., Amiri, A. (2009). Simple linear profiles monitoring in the presence of within profile autocorrelation. Comput. Industr. Eng. 57:1015–1021.
  • Vaghefi, A., Tajbakhsh, S., Noorossana, R. (2009). Phase II monitoring of nonlinear profiles. Commun. Statist. Theor. Meth. 38:1834–1851.
  • Williams, J.D., Woodall, W.H., Birch, J.B. (2007). Statistical monitoring of nonlinear product and process quality profiles. Qual. Reliab. Eng. Int. 23:925–941.
  • Woodall, W.H., Spitzner, D.J., Montgomery, D.C., Gupta, S. (2004). Using control charts to monitor process and product quality profiles. J. Qual. Technol. 36:309–320.
  • Woodall, W.H. (2007). Current research on profile monitoring. Produção 17:420–425.
  • Yeh, A.B., Huwang, L., Li, Y.M. (2009). Profile monitoring for a binary response. IIE Trans. 41:931–941.
  • Zou, C., Zhang, Y., Wang, Z. (2006). A control chart based on a change-point model for monitoring linear profiles. IIE Trans. 38:1093–1103.
  • Zou, C., Tsung, F., Wang, Z. (2007). Monitoring general linear profiles using multivariate exponentially weighted moving average schemes. Technometrics 49:395–408.
  • Zou, C., Ning, X., Tsung, F. (2010). LASSO-based multivariate linear profile monitoring. Ann. Operat. Res. 192:3–19.

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