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Thinning operations for modeling time series of counts—a survey

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Author Info
Christian Weiß ()
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File URL: http://hdl.handle.net/10.1007/s10182-008-0072-3
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Publisher Info
Article provided by Springer in its journal AStA Advances in Statistical Analysis.

Volume (Year): 92 (2008)
Issue (Month): 3 (August)
Pages: 319-341
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Handle: RePEc:spr:alstar:v:92:y:2008:i:3:p:319-341

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Web page: http://www.springerlink.com/link.asp?id=112915

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Related research
Keywords: Thinning operations; Binomial thinning; Count time series; INAR(1) models;

References listed on IDEAS
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  1. Kurt Brännäs & Jörgen Hellström, 2001. "Generalized Integer-Valued Autoregression," Econometric Reviews, Taylor and Francis Journals, vol. 20(4), pages 425-443. [Downloadable!] (restricted)
    Other versions:
  2. Jung, Robert C. & Kukuk, Martin & Liesenfeld, Roman, 2006. "Time series of count data: modeling, estimation and diagnostics," Computational Statistics & Data Analysis, Elsevier, vol. 51(4), pages 2350-2364, December. [Downloadable!] (restricted)
  3. R. K. Freeland & B. P. M. McCabe, 2004. "Analysis of low count time series data by poisson autoregression," Journal of Time Series Analysis, Blackwell Publishing, vol. 25(5), pages 701-722, 09. [Downloadable!] (restricted)
  4. Rong Zhu & Harry Joe, 2006. "Modelling Count Data Time Series with Markov Processes Based on Binomial Thinning," Journal of Time Series Analysis, Blackwell Publishing, vol. 27(5), pages 725-738, 09. [Downloadable!] (restricted)
  5. Lambert, Diane & Liu, Chuanhai, 2006. "Adaptive Thresholds: Monitoring Streams of Network Counts," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 78-88, March. [Downloadable!] (restricted)
  6. Brannas, Kurt & Hellstrom, Jorgen & Nordstrom, Jonas, 2002. "A new approach to modelling and forecasting monthly guest nights in hotels," International Journal of Forecasting, Elsevier, vol. 18(1), pages 19-30. [Downloadable!] (restricted)
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  7. Jung, Robert C. & Tremayne, A.R., 2006. "Coherent forecasting in integer time series models," International Journal of Forecasting, Elsevier, vol. 22(2), pages 223-238. [Downloadable!] (restricted)
  8. Haitao Zheng & Ishwar V. Basawa & Somnath Datta, 2006. "Inference for pth-order random coefficient integer-valued autoregressive processes," Journal of Time Series Analysis, Blackwell Publishing, vol. 27(3), pages 411-440, 05. [Downloadable!] (restricted)
  9. John B. Davis, 2004. "Introduction," Journal of Economic Methodology, Taylor and Francis Journals, vol. 11(3), pages 273-273, September. [Downloadable!] (restricted)
  10. Robert C. Jung & A. R. Tremayne, 2003. "Testing for serial dependence in time series models of counts," Journal of Time Series Analysis, Blackwell Publishing, vol. 24(1), pages 65-84, 01. [Downloadable!] (restricted)
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