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stat.AP2021★ 1 cited
Trading Data for Wind Power Forecasting: A Regression Market with Lasso Regularization
Liyang Han, Pierre Pinson, Jalal Kazempour
This paper proposes a regression market for wind agents to monetize data traded among themselves for wind power forecasting. Existing literature on data markets often treats data d…
stat.AP2021
Regression markets and application to energy forecasting
Pierre Pinson, Liyang Han, Jalal Kazempour
Energy forecasting has attracted enormous attention over the last few decades, with novel proposals related to the use of heterogeneous data sources, probabilistic forecasting, onl…