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Jakub Nowotarski

Recent advances in electricity price forecasting: A review of probabilistic forecasting
2017 · Jakub Nowotarski, Rafał Weron · Renewable and Sustainable Energy Reviews · 601
Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts
2015 · Bidong Liu, Jakub Nowotarski, et al. · IEEE Transactions on Smart Grid · 318
Computing electricity spot price prediction intervals using quantile regression and forecast averaging
2014 · Jakub Nowotarski, Rafał Weron · Computational Statistics · 166
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Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging
2015 · Katarzyna Maciejowska, Jakub Nowotarski, et al. · International Journal of Forecasting · 155
An empirical comparison of alternative schemes for combining electricity spot price forecasts
2014 · Jakub Nowotarski, Eran Raviv, et al. · Energy Economics · 143
Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting
2016 · Bartosz Uniejewski, Jakub Nowotarski, et al. · Energies · 142
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Improving short term load forecast accuracy via combining sister forecasts
2016 · Jakub Nowotarski, Bidong Liu, et al. · Energy · 119
On the importance of the long-term seasonal component in day-ahead electricity price forecasting
2016 · Jakub Nowotarski, Rafał Weron · Energy Economics · 98
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices
2013 · Jakub Nowotarski, Jakub Tomczyk, et al. · Energy Economics · 83
A hybrid model for GEFCom2014 probabilistic electricity price forecasting
2016 · Katarzyna Maciejowska, Jakub Nowotarski · International Journal of Forecasting · 70
Real-time ultrasound-guided infraclavicular axillary vein cannulation: A prospective study in mechanically ventilated critically ill patients
2016 · Tomasz Czarnik, Ryszard Gawda, et al. · Journal of Critical Care · 17
Merging quantile regression with forecast averaging to obtain more accurate interval forecasts of Nord Pool spot prices
2014 · Jakub Nowotarski, Rafal Weron · International Conference on the European Energy Market (EEM) · 16
Real-time, ultrasound-guided infraclavicular axillary vein cannulation for renal replacement therapy in the critical care unit—A prospective intervention study
2015 · Tomasz Czarnik, Ryszard Gawda, et al. · Journal of Critical Care · 12
To combine or not to combine? Recent trends in electricity price forecasting
2016 · Jakub Nowotarski, Rafał Weron · RePEc: Research Papers in Economics · 8
Modeling and forecasting of the long-term seasonal component of the EEX and Nord Pool spot prices
2013 · Jakub Nowotarski, Jakub Tomczyk, et al. · International Conference on the European Energy Market (EEM) · 7
A new Infraclavicular Landmark-Based Approach to the Axillary Vein as an Alternative Method of Central Venous Cannulation
2016 · Ryszard Gawda, Tomasz Czarnik, et al. · The Journal of Vascular Access · 2
Predicting early bulking in potatoes
2016 · Fetsje Bijma, E. Cator, et al. · TU/e Research Portal · 1
Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts
2014 · Tao Hong, Katarzyna Maciejowska, et al. · RePEc: Research Papers in Economics · 1
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices
2012 · Jakub Nowotarski, Jakub Tomczyk, et al. · Munich Personal RePEc Archive (Ludwig Maximilian University of Munich) · 1
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ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting"
2018 · Bartosz Uniejewski, Jakub Nowotarski, et al. · RePEc: Research Papers in Economics
ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting"
2018 · Bartosz Uniejewski, Jakub Nowotarski, et al.
SCAR: MATLAB function to compute day-ahead predictions of the electricity spot price using the Seasonal Component AutoRegressive (SCAR) model
2016 · Jakub Nowotarski, Rafał Weron · RePEc: Research Papers in Economics
SCAR_EXAMPLE: MATLAB codes and data for "On the importance of the long-term seasonal component in day-ahead electricity price forecasting"
2016 · Jakub Nowotarski, Rafał Weron · RePEc: Research Papers in Economics
forecastCombination
2016 · Jakub Nowotarski
seasonalityAndForecasting
2016 · Jakub Nowotarski
Works count: 36
Citation count: 1,960
H-index: 12
I10-index: 13
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