A Group Lasso multivariate model improves day-ahead electricity price forecasts on CAISO data by modeling temporal group effects and ranks second in an international challenge with limited inputs.
The role of weather predictions in electricity price forecasting beyond the day-ahead horizon.IEEE Transactions on Power Systems, 38(3):2500–2511, 2023
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Day-Ahead Electricity Price Forecasting Using a Multivariate Group Lasso Method
A Group Lasso multivariate model improves day-ahead electricity price forecasts on CAISO data by modeling temporal group effects and ranks second in an international challenge with limited inputs.