Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting
Author:
Publisher
Elsevier BV
Subject
Business and International Management
Reference18 articles.
1. ℓ1-penalized quantile regression in high-dimensional sparse models;Belloni;The Annals of Statistics,2011
2. Random forests;Breiman;Machine Learning,2001
3. Prediction, learning, and games;Cesa-Bianchi,2006
4. Forecasting electricity consumption by aggregating specialized experts—a review of the sequential aggregation of specialized experts, with an application to Slovakian and French country-wide one-day-ahead (half-)hourly predictions;Devaine;Machine Learning,2013
5. Stochastic gradient boosting;Friedman;Computational Statistics and Data Analysis,1999
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