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stat.ME2025
Predictive inference for discrete-valued time series
Maxime Faymonville, Carsten Jentsch, Efstathios Paparoditis
For discrete-valued time series, predictive inference cannot be implemented through the construction of prediction intervals to some predetermined coverage level, as this is the ca…
stat.ME2024★ 1 cited
Semi-parametric goodness-of-fit testing for INAR models
Maxime Faymonville, Carsten Jentsch, Christian H. Weiß
Among the various models designed for dependent count data, integer-valued autoregressive (INAR) processes enjoy great popularity. Typically, statistical inference for INAR models…