Marginalize, Rather than Impute: Probabilistic Wind Power Forecasting with Incomplete Data

Honglin Wen, Pierre Pinson, Jie Gu +1

Machine learning methods are widely and successfully used for probabilistic wind power forecasting, yet the pervasive issue of missing values (e.g., due to sensor faults or communi…