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 2 160 0 0 4 321
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 0 3 6 44
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 1 76 0 0 2 116
Efficient forecasting of electricity spot prices with expert and LASSO models 0 0 1 52 1 2 5 87
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 0 6 73 73 1 14 111 111
Forecasting Electricity Prices 1 4 10 46 4 11 30 99
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 0 2 5 168 2 5 9 318
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 1 1 5 53 2 2 9 93
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 0 10 11 0 4 22 24
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 1 4 157 1 2 13 301
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 32 32 32 0 5 8 8
Regularization for electricity price forecasting 1 1 15 15 1 3 15 15
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 0 0 6 159 0 2 16 199
Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices 0 0 3 30 0 2 12 38
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 2 4 194 1 4 12 343
Variance stabilizing transformations for electricity spot price forecasting 0 3 7 195 0 7 17 741
Total Working Papers 4 52 180 1,667 13 66 298 3,186

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 2 20 0 0 4 93
Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 6 0 1 3 38
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 0 0 2 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 1 1 2 1 1 3 4
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 0 2 18 0 2 8 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 2 10 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 1 1 1 0 2 7 7
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 1 2 17 0 2 6 57
Regularization for electricity price forecasting 0 0 0 0 0 0 1 1
Regularized quantile regression averaging for probabilistic electricity price forecasting 0 3 5 34 1 7 21 81
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 1 2 29 0 1 7 110
Total Journal Articles 1 7 18 167 2 18 73 610

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 4 15 312 4 8 40 698
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 3 13 183 3 5 36 529
Total Software Items 2 7 28 495 7 13 76 1,227

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Statistics updated 2025-05-12