Manifold-based time series forecasting

Nikita Puchkin, Aleksandr Timofeev, Vladimir Spokoiny

Prediction for high dimensional time series is a challenging task due to the curse of dimensionality problem. Classical parametric models like ARIMA or VAR require strong modeling…