Access Statistics for Bartosz Uniejewski

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
Automated variable selection and shrinkage for day-ahead electricity price forecasting 0 0 1 160 0 0 3 321
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 0 1 6 44
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 1 76 2 2 3 118
Efficient forecasting of electricity spot prices with expert and LASSO models 0 0 1 52 0 1 4 87
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 1 3 74 74 1 5 112 112
Forecasting Electricity Prices 1 2 10 47 5 10 32 104
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 0 1 3 168 0 3 7 318
LASSO Principal Component Averaging -- a fully automated approach for point forecast pooling 0 0 0 72 0 0 2 33
On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting 0 0 1 131 0 0 3 280
PCA forecast averaging - predicting day-ahead and intraday electricity prices 0 1 5 53 0 2 9 93
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 1 1 4 12 1 4 19 25
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 0 3 157 1 2 13 302
Probabilistic forecasting with a hybrid Factor-QRA approach: Application to electricity trading 0 0 0 26 0 0 2 15
Ranking probabilistic forecasting models with different loss functions 0 1 32 32 0 0 8 8
Regularization for electricity price forecasting 0 1 3 15 0 2 11 15
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 0 0 5 159 0 1 13 199
Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices 0 0 3 30 1 3 12 39
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 1 4 194 0 2 11 343
Variance stabilizing transformations for electricity spot price forecasting 0 0 7 195 0 2 17 741
Total Working Papers 3 11 158 1,670 11 40 287 3,197

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting 0 0 1 20 0 0 3 93
Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 6 0 0 3 38
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 0 0 1 27
Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models 0 0 0 6 0 0 1 48
LASSO principal component averaging: A fully automated approach for point forecast pooling 1 2 2 3 3 4 6 7
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 0 1 18 0 1 7 57
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 3 18 0 0 9 59
PCA Forecast Averaging—Predicting Day-Ahead and Intraday Electricity Prices 0 0 0 8 0 0 0 28
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 0 1 1 0 1 7 7
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 0 1 17 2 2 7 59
Regularization for electricity price forecasting 0 0 0 0 0 0 1 1
Regularized quantile regression averaging for probabilistic electricity price forecasting 3 4 8 37 6 8 27 87
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 0 1 29 0 0 6 110
Total Journal Articles 4 6 18 171 11 16 78 621

Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 3 15 313 3 9 38 701
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 0 2 12 183 0 4 30 529
Total Software Items 1 5 27 496 3 13 68 1,230

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Statistics updated 2025-06-06