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Recent advances in electricity price forecasting: A review of probabilistic forecasting

Renewable & sustainable energy reviews, 2018-01, Vol.81, p.1548-1568

2018

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Electricity price forecasting: A review of the state-of-the-art with a look into the future

International journal of forecasting, 2014-10, Vol.30 (4), p.1030-1081

Weron, Rafał

2014

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Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks

Energy economics, 2018-02, Vol.70, p.396-420

2018

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Regularized quantile regression averaging for probabilistic electricity price forecasting

Energy economics, 2021-03, Vol.95, p.105121, Article 105121

2021

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Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach

Weron, Rafal

1. Aufl., 2007

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Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO

International journal of forecasting, 2019-10, Vol.35 (4), p.1533-1547

2019

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Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark

Applied energy, 2021-07, Vol.293, p.116983, Article 116983

2021

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks

International journal of forecasting, 2019-10, Vol.35 (4), p.1520-1532

2019

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Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts

IEEE transactions on smart grid, 2017-03, Vol.8 (2), p.730-737

2017

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting

Energy economics, 2016-06, Vol.57, p.228-235

2016

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Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models

Energies (Basel), 2018-08, Vol.11 (8), p.2039

2018

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Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging

International journal of forecasting, 2016-07, Vol.32 (3), p.957-965

2016

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Energy Forecasting: A Review and Outlook

IEEE open access journal of power and energy, 2020, Vol.7, p.376-388

2020

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A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows

IEEE transactions on sustainable energy, 2019-01, Vol.10 (1), p.321-323

2019

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Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?

International journal of forecasting, 2020-04, Vol.36 (2), p.466-479

2020

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Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting

Energies (Basel), 2016, Vol.9 (8), p.621-621

2016

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Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx

International journal of forecasting, 2023-04, Vol.39 (2), p.884-900

2023

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II - Probabilistic forecasting

Energy economics, 2019-03, Vol.79, p.171

2019

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Trading on short-term path forecasts of intraday electricity prices

Energy economics, 2022-08, Vol.112, p.106125, Article 106125

2022

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Distributional neural networks for electricity price forecasting

Energy economics, 2023-09, Vol.125, p.106843, Article 106843

2023

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Improving short term load forecast accuracy via combining sister forecasts

Energy (Oxford), 2016-03, Vol.98, p.40-49

2016

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An empirical comparison of alternate regime-switching models for electricity spot prices

Energy economics, 2010-09, Vol.32 (5), p.1059-1073

2010

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An empirical comparison of alternative schemes for combining electricity spot price forecasts

Energy economics, 2014-11, Vol.46, p.395-412

2014

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Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts

Energies (Basel), 2020-04, Vol.13 (7), p.1667

2020

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Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting

Energies (Basel), 2018-09, Vol.11 (9), p.2364

2018

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Recent advances in electricity price forecasting: A review of probabilistic forecasting

Electricity price forecasting: A review of the state-of-the-art with a look into the future

Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks

Regularized quantile regression averaging for probabilistic electricity price forecasting

Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach

Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO

Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark

On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks

Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts

On the importance of the long-term seasonal component in day-ahead electricity price forecasting

Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models

Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging

Energy Forecasting: A Review and Outlook

A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows

Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?

Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting

Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx

On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II - Probabilistic forecasting

Trading on short-term path forecasts of intraday electricity prices

Distributional neural networks for electricity price forecasting

Improving short term load forecast accuracy via combining sister forecasts

An empirical comparison of alternate regime-switching models for electricity spot prices

An empirical comparison of alternative schemes for combining electricity spot price forecasts

Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts

Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting

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