Parameter Estimation of Long Memory Stochastic Processes with Deep Neural Networks

Bálint Csanády, Lóránt Nagy, Dániel Boros +5

We present a purely deep neural network-based approach for estimating long memory parameters of time series models that incorporate the phenomenon of long-range dependence. Paramet…