Nonparametric Conditional Density Estimation In A Deep Learning Framework For Short-Term Forecasting

David B. Huberman, Brian J. Reich, Howard D. Bondell

Short-term forecasting is an important tool in understanding environmental processes. In this paper, we incorporate machine learning algorithms into a conditional distribution esti…