THE EFFECT OF MISCLASSIFICATION DUE TO MEASUREMENT ERROR ON CUSUM CONTROL CHARTS FOR INTERVENED POISSON DISTRIBUTION

Autores

  • Ashit B. Chakraborty Department of Statistics, St. Anthony’s College
  • Anwer Khurshid Department of Mathematical and Physical Sciences, University of Nizwa

DOI:

https://doi.org/10.12957/cadest.2017.25564

Resumo

DOI: 10.12957/cadest.2017.25564

In this paper the one-sided CUSUM chart for controlling the incidence and intervention parameters of the IPD under misclassification error due to measurement is discussed. Explicit formulae are derived for this purpose. The sensitivity of the parameters of the V-mask and the Average Run Length (ARL) is studied through numerical evaluation for grid of values. Numerical results presented reveal that the angle ø of the mask increases slightly as shift in the ratio ƟƐ1/ ƟƐ2 decreases, whereas, for fixed α, the values of  decrease considerably as the deviation of ƟƐ0 from ƟƐ1 increases. It is also shown that measurement error lessens the consumer’s risk, e2 (because it gives early detection for the shift of the process parameter) and increases the producer’s risk, e1 . Further for fixed ,e1 , α, ƟƐ0Ɛ1 , the values of ρ .

Keywords: Measurement error, Misclassification, Intervened Poisson distribution.

 

 

Referências

BALAMURALI, S.; KALYANASUNDARAM, M. An investigation of the effects of misclassification errors on the analysis of means. Tamsui Oxford Journal of Information and Mathematical Sciences, 27: 117-136. 2011.

BEST, D. J.; RAYNER, J. C. W.; THAS, O. Goodness of fit for the zero-truncated Poisson distribution. Journal of Statistical Computation and Simulation, 77: 585-591. 2007.

CHAKRABORTY, A. B.; KAKOTY, S. Cumulative sum control charts for zero truncated Poisson distribution. IAQPR Transactions, 12: 17-25. 1987.

CHAKRABORTY, A. B.; KHURSHID, A. Measurement error effect on the power of control chart for zero-truncated Poisson distribution. International Journal for Quality Research, 7, 411-419. 2013 a.

CHAKRABORTY, A. B.; KHURSHID, A. Measurement error effect on the power of control chart for the ratio of two Poisson distributions. Economic Quality Control, 28: 15-21. 2013 b.

CHAKRABORTY, A. B.; KHURSHID, A. Effect of misclassification due to measurement error on the power of control chart for proportions (attributes). Revista Investigacion Operational, 37: 258-271. 2016.

COLLINS, R. D.; CASE, K. E. The distribution of observed defectives in attribute acceptance sampling plans under inspection errors. AIIE Transactions, 8: 375-378. 1976.

COLLINS, R. D.; CASE, K. E.; BENNETT, G. K. The effect of inspection error on single sampling inspection plans. International Journal of Production Research, 11: 289-298. 1973.

DHANAVANTHAN, P. Compound intervened truncated Poisson distribution. Biometrical Journal, 40: 641-646. 1998.

DHANAVANTHAN, P. Estimation of the parameters of compound intervened truncated Poisson distribution. Biometrical Journal, 42: 315-320. 2000.

DOU, Y.; PING, S. One-sided control charts for the mean of positively skewed distributions. Total Quality Management, 13: 1021-1033. 2002.

HAWKINS, D. M.; OLWELL, D. H. Cumulative Sum Charts and Charting for Quality Improvement. Springer Verlag, New York. 1998.

HUANG, M. I.; FUNG, K. V. Intervened truncated Poisson distribution. Sankhya-B, 51; 302-310. 1989.

JOHNSON, N. L. A simple theoretical approach to cumulative sum chart. Journal of the American Statistical Association, 56: 835-840. 1961.

JOHNSON, N. L.; KEMP, A. W.; KOTZ, S. Univariate Discrete Distributions, Third Edition. John Wiley and Sons, New York. 2005.

KAKOTY, S.; CHAKRABORTY, A. B. CUSUM control charts for intervened Poisson distribution. IAPQR Transactions, 15: 11-20. 1990.

KANAZUKA, T. The effects of measurement error on the power of charts. Journal of Quality Technology, 18: 91-95. 1986.

KUMAR, C. S.; SHIBU, D. S. Modified intervened Poisson distribution. Statistica, 71: 489-499. 2011.

KUMAR, C. S.; SHIBU, D. S. An alternative to truncated intervened Poisson distribution. Journal of Statistics and Applications, 5: 131-141. 2012.

KUMAR, C. S.; SHIBU, D. S. On some aspects of intervened generalized Hermite distribution. Metron, 71: 9-19. 2013.

KUMAR, C. S.; SREEJAKUMARI, S. On intervened negative binomial distribution and some of its properties. Statistica, 72: 395-404. 2012.

KUMAR, C. S.; SREEJAKUMARI, S. On a modified version of intervened negative binomial distribution. Journal of Statistical Computation and Simulation, 87: 437-446. 2017.

LAVIN, M. Inspection and efficiency and sampling inspection plans. Journal of American Statistical Association, 41: 432-438. 1946.

LUCAS, J. M. Counted data CUSUM. Technometrics, 27: 129-144. 1985.

MARAVELAKIS, P. E. Measurement error effect on the CUSUM control chart. Journal of Applied Statistics, 39: 323-336. 2012.

MITTAG, H. –J.; RINNE, D. Statistical Methods of Quality Assurance, Second Edition. Chapman and Hall/CRC, New York. 1993.

NENES, G.; TAGARAS, G. Evaluation of CUSUM charts for finite-horizon processes. Communications in Statistics: Simulation and Computation, 39: 578-597. 2010.

PATEL, M. N. Intervened truncated geometric distribution. International Journal of Management and Systems, 15: 105-116. 1999.

PATEL, M. N.; GAJJAR, A. V. Estimation from intervened geometric distribution. International Journal of Management and Systems, 6: 37-42. 1990.

PATEL, M. N.; GAJJAR, A. V. Estimation from intervened power series distribution. Metron, 58: 171-184. 2000.

QIU, P. Introduction to Statistical Process Control. CRC Press, New York. 2014.

SANKLE, R.; SINGH, J. R. Single sampling plans for variables indexed by AQL and AOQL with measurement error. Journal of Modern Applied Statistical Methods, 11: 396-406. 2012.

SANKLE, R.; SINGH, J. R.; MANGAL, I. K. Cumulative sum control charts for truncated normal distribution under measurement error. Statistics in Transition (New Series), 13: 95-106. 2012.

SCOLLNIK, D. P. M. Bayesian analysis of an intervened Poisson distribution. Communications in Statistics: Theory and Methods, 24: 735-754. 1995.

SCOLLNIK, D. P. M. On the intervened generalized Poisson distribution. Communications in Statistics: Theory and Methods, 35: 953-963. 2006.

SHANMUGAM, R. An intervened Poisson distribution and its medical applications. Biometrics, 41: 1025-1029. 1985.

SHANMUGAM, R. An inferential procedure for the Poisson intervention parameter. Biometrics, 48: 559-565. 1992.

SHANMUGAM, R. Modelling web changes data recatched during a spread of internet virus. Mathematical and Computer Modelling, 42: 1175-1190. 2005.

SINGH, H. R. Measurement error in acceptance sampling for attributes. Indian Society of Quality Control Bulletin, x, 29-36. 1964.

SINGH, J. R.; SAYYED, M. Cumulative sum control chart for Poisson variables under inspection error. Varahmihir Journal of Mathematical Sciences, 1: 203-209. 2001.

SINGH, J. R.; SAYYED, M.; SONI, D. Cumulative sum control chart for proportion under inspection error. Ultra Science, 14: 252-261. 2002.

Downloads

Publicado

2017-10-23

Como Citar

Chakraborty, A. B., & Khurshid, A. (2017). THE EFFECT OF MISCLASSIFICATION DUE TO MEASUREMENT ERROR ON CUSUM CONTROL CHARTS FOR INTERVENED POISSON DISTRIBUTION. Cadernos Do IME - Série Estatística, 42, 1. https://doi.org/10.12957/cadest.2017.25564

Edição

Seção

Artigos Serie Estatística