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PoARX models for count time series [PDF]

, 2018
This paper introduces multivariate Poisson autoregressive models with exogenous covariates (PoARX) for modelling multivariate time series of counts. We state conditions for a PoARX process to be stationary and ergodic before proposing a computationally efficient procedure for estimation of parameters by the method of inference functions (IFM) and ...
Halliday, Jamie, Boshnakov, Georgi N.; id_orcid 0000-0003-2839-346X   +1 more
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