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 1 1 1 161 2 2 4 323
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 0 0 6 44
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 1 76 3 6 7 122
Efficient forecasting of electricity spot prices with expert and LASSO models 0 0 1 52 0 0 4 87
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 2 5 69 78 3 6 97 117
Forecasting Electricity Prices 0 2 10 48 2 9 31 108
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 0 0 3 168 0 1 8 319
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 1 2 132 0 1 4 281
PCA forecast averaging - predicting day-ahead and intraday electricity prices 0 0 3 53 1 1 6 94
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 3 12 0 1 17 25
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 0 2 157 0 3 13 304
Probabilistic forecasting with a hybrid Factor-QRA approach: Application to electricity trading 0 0 0 26 0 0 1 15
Ranking probabilistic forecasting models with different loss functions 0 0 32 32 0 0 8 8
Regularization for electricity price forecasting 0 0 2 15 1 2 12 17
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 0 0 3 159 2 2 11 201
Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices 0 2 4 32 3 6 15 44
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 1 4 195 0 1 10 344
Variance stabilizing transformations for electricity spot price forecasting 1 2 8 197 1 2 18 743
Total Working Papers 4 15 149 1,682 18 43 274 3,229

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 1 1 4 39
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 2 2 2 29
Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models 0 0 0 6 1 1 2 49
LASSO principal component averaging: A fully automated approach for point forecast pooling 0 1 2 3 1 4 7 8
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 0 0 18 1 1 6 58
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 1 18 2 2 8 61
PCA Forecast Averaging—Predicting Day-Ahead and Intraday Electricity Prices 0 0 0 8 1 1 1 29
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 2 2 0 1 8 8
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 0 1 17 2 6 11 63
Regularization for electricity price forecasting 0 0 0 0 0 1 2 2
Regularized quantile regression averaging for probabilistic electricity price forecasting 1 4 9 38 1 9 29 90
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 2 3 31 2 6 12 116
Total Journal Articles 2 8 19 175 14 35 95 645

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 2 14 314 5 14 46 712
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 2 12 185 1 2 26 531
Total Software Items 2 4 26 499 6 16 72 1,243

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Statistics updated 2025-08-05