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 1 161 2 4 7 327
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 1 1 18 1 2 6 46
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 2 4 5 80 6 9 16 131
Efficient forecasting of electricity spot prices with expert and LASSO models 0 0 1 52 3 3 7 90
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 5 8 40 86 7 19 73 136
Forecasting Electricity Prices 0 4 11 52 0 7 32 115
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 2 2 4 170 3 4 11 323
LASSO Principal Component Averaging -- a fully automated approach for point forecast pooling 0 0 0 72 1 1 1 34
On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting 1 1 2 133 1 2 5 283
PCA forecast averaging - predicting day-ahead and intraday electricity prices 0 0 2 53 0 0 5 94
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 2 2 4 14 2 3 15 28
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 1 2 158 0 2 11 306
Probabilistic forecasting with a hybrid Factor-QRA approach: Application to electricity trading 0 0 0 26 1 1 1 16
Ranking probabilistic forecasting models with different loss functions 0 2 34 34 3 6 14 14
Regularization for electricity price forecasting 0 0 2 15 1 2 9 19
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 1 2 2 161 5 7 14 208
Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices 0 1 3 33 1 8 19 52
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 5 196 1 1 10 345
Variance stabilizing transformations for electricity spot price forecasting 1 3 10 200 6 10 25 753
Total Working Papers 15 32 129 1,714 44 91 281 3,320

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 0 20 1 1 2 94
Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 6 1 1 5 40
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 0 1 3 30
Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models 0 0 0 6 1 1 3 50
LASSO principal component averaging: A fully automated approach for point forecast pooling 0 0 2 3 2 2 7 10
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 1 1 19 2 3 8 61
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 0 18 2 3 8 64
PCA Forecast Averaging—Predicting Day-Ahead and Intraday Electricity Prices 0 0 0 8 3 3 4 32
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 3 3 2 3 11 11
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 2 18 2 3 12 66
Regularization for electricity price forecasting 0 0 0 0 0 3 5 5
Regularized quantile regression averaging for probabilistic electricity price forecasting 1 3 10 41 4 14 33 104
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 0 3 31 2 3 12 119
Total Journal Articles 2 6 21 181 22 41 113 686

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" 0 1 13 315 2 13 48 725
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 4 14 189 1 7 22 538
Total Software Items 1 5 27 504 3 20 70 1,263

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Statistics updated 2025-11-08