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A Model for Integer-Valued Time Series With Conditional Overdispersion
Computational Statistics and Data Analysis, 2012zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Min Xie, Xiuju Fu, Haiyan Xu
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On MCMC Sampling in Self-Exciting Integer-Valued Threshold Time Series Models
Computational Statistics and Data Analysis, 2022zbMATH Open Web Interface contents unavailable due to conflicting licenses.
XiaoGang Dong, Kai Yang
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Bayesian modeling of spatial integer-valued time series
Computational Statistics & Data Analysis, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Cathy W. S. Chen +2 more
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WIREs Computational Statistics, 2009
AbstractInteger‐valued time series data appear in several diverse applications. However, modeling and inference for these types of dependent data pose several questions and interesting problems. The method of generalized linear models turns out to provide a sound framework for modeling and estimation whereby all computations are carried out by well ...
Fokianos, Konstantinos +1 more
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AbstractInteger‐valued time series data appear in several diverse applications. However, modeling and inference for these types of dependent data pose several questions and interesting problems. The method of generalized linear models turns out to provide a sound framework for modeling and estimation whereby all computations are carried out by well ...
Fokianos, Konstantinos +1 more
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QMLE of periodic integer-valued time series models
Communications in Statistics - Simulation and Computation, 2020In this paper, we establish the consistency and the asymptotic normality of the Periodic Poisson (respectively the Periodic Geometric) Quasi Maximum Likelihood estimators, (P−PQML) (respectively (P...
Mohamed Bentarzi, Nawel Aries
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Internet Traffic Modeling Using Integer-Valued Time Series
IEEE International Conference on Computer Systems and Applications, 2006., 2006tiplexer (see 157, 1211. This paper applies integer-vatuecl time series to characterize the mffic autocorrelation and Atrroronaiorinn and mapinal ulisrrihtrrinn are hlto im- rnaqjna1 distribution *fthe packet a h~t in ra.w of ve~y /OM' EO.P.T rare, ui~for~~~elat~m i.~ more rriticul.
Zikuan Liu +3 more
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True integer value time series
AStA Advances in Statistical Analysis, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Point processes and integer-valued time series
2023This thesis explores two primary themes across five scientific papers: Integer-value time series and their relationship with classical point processes. The first part of the thesis focuses on the development and application of Integer-valued autoregressive (INAR) models, extending from univariate to multivariate cases, with applications in financial ...
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On the application of integer-valued time series models for the analysis of disease incidence
Statistics in Medicine, 1999Statistical time series models are practical tools in public health surveillance. Their capacity to forecast future disease incidence values exemplifies their usefulness. Using these forecasts, one can develop strategies to trigger alerts to public health officials when irregular disease incidence values have occurred.
M, Cardinal, R, Roy, J, Lambert
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