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 1 4 321
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 2 3 5 43
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 4 76 0 0 6 116
Efficient forecasting of electricity spot prices with expert and LASSO models 0 1 1 52 1 3 5 86
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 4 20 71 71 10 34 107 107
Forecasting Electricity Prices 3 3 10 45 6 9 30 94
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
LASSO Principal Component Averaging -- a fully automated approach for point forecast pooling 0 0 0 72 0 0 3 33
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
PCA forecast averaging - predicting day-ahead and intraday electricity prices 0 0 4 52 0 1 7 91
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 11 11 1 5 21 21
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 6 157 1 5 16 300
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 31 31 31 31 5 8 8 8
Regularization for electricity price forecasting 0 1 14 14 1 3 13 13
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 0 0 8 159 1 3 20 198
Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices 0 0 3 30 0 2 13 36
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 5 193 2 4 13 341
Variance stabilizing transformations for electricity spot price forecasting 3 3 8 195 5 9 21 739
Total Working Papers 44 63 186 1,659 37 95 305 3,157

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 1 2 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 0 0 1 1 0 0 3 3
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
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 1 1 1 1 1 6 6 6
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 2 17 2 3 6 57
Regularization for electricity price forecasting 0 0 0 0 0 1 1 1
Regularized quantile regression averaging for probabilistic electricity price forecasting 2 2 7 33 5 7 22 79
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 5 5 22 165 13 25 78 605

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" 2 6 18 310 2 10 43 692
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 13 181 1 6 35 525
Total Software Items 3 10 31 491 3 16 78 1,217

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Statistics updated 2025-03-03