Access Statistics for Grzegorz Marcjasz

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A note on averaging day-ahead electricity price forecasts across calibration windows 0 2 17 154 0 4 27 241
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 4 76 0 0 6 116
Distributional neural networks for electricity price forecasting 0 1 1 33 0 2 9 55
Electricity Price Forecasting: The Dawn of Machine Learning 1 2 10 170 3 7 26 338
Erratum to 'Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark' [Appl. Energy 293 (2021) 116983] 1 2 8 50 4 11 23 114
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 0 1 1 38 1 2 2 74
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 1 1 5 167 2 3 7 315
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Parameter-rich models estimated via the LASSO 0 0 3 53 0 0 5 112
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 0 1 3 52 2 4 19 121
Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs 0 0 1 43 0 0 5 65
On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting 0 0 2 131 0 2 4 280
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 6 157 1 5 16 300
Selection of calibration windows for day-ahead electricity price forecasting 0 0 3 71 1 2 9 104
Trading on short-term path forecasts of intraday electricity prices 1 5 19 145 2 8 33 263
Trading on short-term path forecasts of intraday electricity prices. Part II -- Distributional Deep Neural Networks 3 7 34 78 9 17 85 150
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 5 193 2 4 13 341
Total Working Papers 9 24 122 1,611 27 71 289 2,989

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 0 0 2 27
Distributional neural networks for electricity price forecasting 1 3 10 14 2 4 28 45
Forecasting Electricity Prices Using Deep Neural Networks: A Robust Hyper-Parameter Selection Scheme 0 0 0 3 0 0 1 15
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 0 1 2 14 3 7 17 65
Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO 0 0 0 5 0 0 1 16
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 3 3 7 13 5 7 26 58
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 0 2 18 1 2 9 56
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 3 18 2 2 10 59
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 2 17 2 3 6 57
Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 2 0 1 3 36
The Hunt Opinion Model—An Agent Based Approach to Recurring Fashion Cycles 0 0 0 1 0 0 0 12
Think then act or act then think? 0 0 0 1 0 0 1 24
Trading on short-term path forecasts of intraday electricity prices 1 3 19 51 4 11 51 143
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 4 29 1 2 11 110
Total Journal Articles 7 12 49 194 20 39 166 723

Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
ENERGIES_14_3249_MATLAB: MATLAB codes for computing combinations of electricity spot price forecasts as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 0 0 1 27 2 2 9 83
ENERGIES_14_3249_PYTHON: Market data and PYTHON codes for computing electricity spot price forecasts using LASSO-estimated AR (LEAR) models as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 3 4 21 133 3 7 54 385
EPFTOOLBOX: The first open-access PYTHON library for driving research in electricity price forecasting (EPF) 2 8 26 137 5 25 111 635
Total Software Items 5 12 48 297 10 34 174 1,103

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Statistics updated 2025-03-03