Prediction of hierarchical time series using structured regularization and its application to artificial neural networks

Tomokaze Shiratori, Ken Kobayashi, Yuichi Takano

This paper discusses the prediction of hierarchical time series, where each upper-level time series is calculated by summing appropriate lower-level time series. Forecasts for such…