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Nonparametric conditional density estimation in a deep learning framework for short-term forecasting |
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| Authors: | Huberman David B Reich Brian J Bondell Howard D |
| Institution: | 1.Department of Statistics, North Carolina State University, Campus Box 8203, Raleigh, NC, 27695, USA ;2.School of Mathematics and Statistics, University of Melbourne, Peter Hall Building, Parkville, VIC, 3122, Australia ; |
| Abstract: | Environmental and Ecological Statistics - Short-term forecasting is an important tool in understanding environmental processes. In this paper, we incorporate machine learning algorithms into a... |
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