Some robust approaches based on copula for monitoring bivariate processes and component-wise assessment
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DOI: 10.1016/j.ejor.2020.07.016
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- Leoni, Roberto Campos & Costa, Antonio Fernando Branco & Machado, Marcela Aparecida Guerreiro, 2015. "The effect of the autocorrelation on the performance of the T2 chart," European Journal of Operational Research, Elsevier, vol. 247(1), pages 155-165.
- Marco Marozzi, 2009. "Some notes on the location–scale Cucconi test," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 21(5), pages 629-647.
- Faraz, Alireza & Heuchenne, Cedric & Saniga, Erwin & Foster, Earnest, 2013. "Monitoring delivery chains using multivariate control charts," LIDAM Reprints ISBA 2013043, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Song, Zhi & Mukherjee, Amitava & Liu, Yanchun & Zhang, Jiujun, 2019. "Optimizing joint location-scale monitoring – An adaptive distribution-free approach with minimal loss of information," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1019-1036.
- Changliang Zou & Zhaojun Wang & Fugee Tsung, 2012. "A spatial rank‐based multivariate EWMA control chart," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(2), pages 91-110, March.
- Livio Corain & Luigi Salmaso, 2013. "Nonparametric permutation and combination‐based multivariate control charts with applications in microelectronics," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 29(4), pages 334-349, July.
- Rémillard, Bruno & Scaillet, Olivier, 2009.
"Testing for equality between two copulas,"
Journal of Multivariate Analysis, Elsevier, vol. 100(3), pages 377-386, March.
- Bruno Rémillard & Olivier Scaillet, 2007. "Testing For Equality Between Two Copulas," Swiss Finance Institute Research Paper Series 07-24, Swiss Finance Institute.
- Mukherjee, Amitava & Sen, Rudra, 2018. "Optimal design of Shewhart–Lepage type schemes and its application in monitoring service quality," European Journal of Operational Research, Elsevier, vol. 266(1), pages 147-167.
- F. S. Zaidi & P. Castagliola & K. P. Tran & M. B. C. Khoo, 2019. "Performance of the hotelling T2 control chart for compositional data in the presence of measurement errors," Journal of Applied Statistics, Taylor & Francis Journals, vol. 46(14), pages 2583-2602, October.
- Kojadinovic, Ivan & Yan, Jun, 2010. "Modeling Multivariate Distributions with Continuous Margins Using the copula R Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 34(i09).
- N A Heard & P Rubin-Delanchy, 2018. "Choosing between methods of combining $p$-values," Biometrika, Biometrika Trust, vol. 105(1), pages 239-246.
- Ivan Kojadinovic & Jun Yan, 2011. "Tests of serial independence for continuous multivariate time series based on a Möbius decomposition of the independence empirical copula process," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 63(2), pages 347-373, April.
- Wang, Hsiuying & Huwang, Longcheen & Yu, Jeng Hung, 2015. "Multivariate control charts based on the James–Stein estimator," European Journal of Operational Research, Elsevier, vol. 246(1), pages 119-127.
- Faraz, Alireza & Heuchenne, Cédric & Saniga, Erwin & Foster, Earnest, 2013. "Monitoring delivery chains using multivariate control charts," European Journal of Operational Research, Elsevier, vol. 228(1), pages 282-289.
- Filho, Danilo Marcondes & Valk, Marcio, 2020. "Dynamic VAR model-based control charts for batch process monitoring," European Journal of Operational Research, Elsevier, vol. 285(1), pages 296-305.
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Cited by:
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- Johannssen, Arne & Chukhrova, Nataliya & Castagliola, Philippe, 2022. "The performance of the hypergeometric np chart with estimated parameter," European Journal of Operational Research, Elsevier, vol. 296(3), pages 873-899.
- Nguyen, H.D. & Tran, K.P. & Tran, K.D., 2021. "The effect of measurement errors on the performance of the Exponentially Weighted Moving Average control charts for the Ratio of Two Normally Distributed Variables," European Journal of Operational Research, Elsevier, vol. 293(1), pages 203-218.
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Keywords
Quality control; Bivariate process; Copula; p-value; Robust statistic;All these keywords.
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