16 citations · 19 across the 3 of their papers we have counts for
3 papers
Inference for Network Count Time Series with the R Package PNAR
Mirko Armillotta, Michail Tsagris, Konstantinos Fokianos
We introduce a new R package useful for inference about network count time series. Such data are frequently encountered in statistics and they are usually treated as multivariate t…
Nonlinear Network Autoregression
Mirko Armillotta, Konstantinos Fokianos
We study general nonlinear models for time series networks of integer and continuous valued data. The vector of high dimensional responses, measured on the nodes of a known network…
Count Network Autoregression
Mirko Armillotta, Konstantinos Fokianos
We consider network autoregressive models for count data with a non-random neighborhood structure. The main methodological contribution is the development of conditions that guaran…