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Original Articles

Markov Poisson regression models for discrete time series. Part 1: Methodology

Pages 855-869 | Published online: 02 Aug 2010

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Ying Hung, Yijie Wang, Veronika Zarnitsyna, Cheng Zhu & C. F. Jeff Wu. (2013) Hidden Markov Models With Applications in Cell Adhesion Experiments. Journal of the American Statistical Association 108:504, pages 1469-1479.
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G. Shaddick, L. L. Choo & S. G. Walker. (2007) Modelling correlated count data with covariates. Journal of Statistical Computation and Simulation 77:11, pages 945-954.
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Peiming Wang. (2001) Markov zero-inflated Poisson regression models for a time series of counts with excess zeros. Journal of Applied Statistics 28:5, pages 623-632.
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Articles from other publishers (10)

Jiangzhou Wang, Tingting Cui, Wensheng Zhu & Pengfei Wang. (2023) Covariate-modulated large-scale multiple testing under dependence. Computational Statistics & Data Analysis 180, pages 107664.
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Pami Dua & Divya Tuteja. (2021) Regime Shifts in the Behaviour of International Currency and Equity Markets: A Markov-Switching Analysis. Journal of Quantitative Economics 19:S1, pages 309-336.
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Francesco LagonaElisabetta Barbi. (2018) Segmentation of mortality surfaces by hidden Markov models. Statistical Modelling 19:3, pages 276-298.
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Joseph D. Alba & Peiming Wang. (2016) TAYLOR RULE AND DISCRETIONARY REGIMES IN THE UNITED STATES: EVIDENCE FROM A k -STATE MARKOV REGIME-SWITCHING MODEL . Macroeconomic Dynamics 21:3, pages 817-833.
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Roland Langrock, Thomas Kneib, Richard Glennie & Théo Michelot. (2015) Markov-switching generalized additive models. Statistics and Computing 27:1, pages 259-270.
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Ruth Salway, Duncan Lee, Gavin Shaddick & Stephen Walker. (2010) Bayesian latent variable modelling in studies of air pollution and health. Statistics in Medicine 29:26, pages 2732-2742.
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Jörn Dannemann & Hajo Holzmann. (2010) Testing for two components in a switching regression model. Computational Statistics & Data Analysis 54:6, pages 1592-1604.
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Gabriel EscarelaRamsés H Mena & Alberto Castillo-Morales. (2016) A flexible class of parametric transition regression models based on copulas: application to poliomyelitis incidence. Statistical Methods in Medical Research 15:6, pages 593-609.
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Rachel J. Mackay. (2008) Estimating the order of a hidden markov model. Canadian Journal of Statistics 30:4, pages 573-589.
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Jeong-gun Park & I.V. Basawa. (2002) Estimation for mixtures of Markov processes. Statistics & Probability Letters 59:3, pages 235-244.
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