Browsing by Author "Moysiadis, Theodoros"
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Article
On binary and categorical time series models with feedback
Moysiadis, Theodoros; Fokianos, Konstantinos (2014)We study the problem of ergodicity, stationarity and maximum likelihood estimation for multinomial logistic models that include a latent process. Our work includes various models that have been proposed for the analysis ...
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Article
On Locally Dyadic Stationary Processes
Moysiadis, Theodoros; Fokianos, Konstantinos (2017)We introduce the concept of local dyadic stationarity, to account for nonstationary time series, within the framework of Walsh-Fourier analysis. We define and study time-varying, dyadic, autoregressive, moving average ...