Non-parametric Probabilistic Time Series Forecasting via Innovations Representation

Xinyi Wang, Meijen Lee, Qing Zhao +1

Probabilistic time series forecasting predicts the conditional probability distributions of the time series at a future time given past realizations. Such techniques are critical i…