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Quality Engineering Volume 31, 2019 - Issue 3
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Original Articles

Monitoring of count data time series: Cumulative sum change detection in Poisson integer valued GARCH models

Mr. O. Arda Vanlia Department of Industrial and Manufacturing Engineering, Florida A&M University–Florida State University College of Engineering, Tallahassee, FloridaCorrespondence[email protected]
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,
Rupert Girouxa Department of Industrial and Manufacturing Engineering, Florida A&M University–Florida State University College of Engineering, Tallahassee, Florida;b Florida Department of Transportation, State Safety Office, Tallahassee, FloridaView further author information
,
Eren Erman Ozguvenc Department of Civil and Environmental Engineering, Florida A&M University–Florida State University College of Engineering, Tallahassee, FloridaView further author information
&
Joseph J. Pignatiello Jr.d Department of Operational Sciences, Air Force Institute of Technology, Wright-Patterson AFB, OhioView further author information
Pages 439-452 | Received 06 Mar 2018, Accepted 30 Jul 2018, Published online: 13 Nov 2018

Citations (5)

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M. Shingwenyana, J.-C. Malela-Majika, P. Castagliola & S. W. Human. (2023) A Bayesian ARMA-GARCH EWMA monitoring scheme for long run: A case study on monitoring the USD/ZAR exchange rate. Quality Engineering 0:0, pages 1-16.
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Cong Li, Haixiang Zhang & Dehui Wang. (2022) Modelling and monitoring of INAR(1) process with geometrically inflated Poisson innovations. Journal of Applied Statistics 49:7, pages 1821-1847.
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O. Arda Vanli & Rupert Giroux. (2022) An adaptive cumulative sum method for monitoring integer-valued time-series data. Quality Engineering 34:2, pages 230-247.
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Articles from other publishers (2)

Mengya Liu, Fukang Zhu, Jianfeng Li & Chuning Sun. (2023) A Systematic Review of INGARCH Models for Integer-Valued Time Series. Entropy 25:6, pages 922.
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Christian H. Weiß & Murat Caner Testik. (2022) Monitoring count time series: Robustness to nonlinearity when linear models are utilized. Quality and Reliability Engineering International 38:8, pages 4356-4371.
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