Estimation of Poisson autoregressive model for multiple time series

A Poisson autoregressive (PAR) model accounting for discreteness and autocorrelation of count time series data is typically estimated in the state-space modeling framework through an extended Kalman filter. However, because of the complex dependencies in count time series, estimation becomes more ch...

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Bibliographic Details
Published in:Philippine Journal of Science Vol. 151, no. 2 (Apr. 2022), 563-574
Main Author: Redondo, Paolo Victor T.
Other Authors: Lansangan, Joseph Ryan G., Barrios, Erniel B.
Format: Article
Published: 2022
Subjects: