Jakub Nowotarski
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Jakub |
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Nowotarski |
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Affiliations
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Politechnika Wrocławska
/ Wydział Informatyki i Zarządzania
Research profile
author of:
- Robust estimation and forecasting of the long-term seasonal component of electricity spot prices (RePEc:eee:eneeco:v:39:y:2013:i:c:p:13-27)
by Nowotarski, Jakub & Tomczyk, Jakub & Weron, Rafał - An empirical comparison of alternative schemes for combining electricity spot price forecasts (RePEc:eee:eneeco:v:46:y:2014:i:c:p:395-412)
by Nowotarski, Jakub & Raviv, Eran & Trück, Stefan & Weron, Rafał - On the importance of the long-term seasonal component in day-ahead electricity price forecasting (RePEc:eee:eneeco:v:57:y:2016:i:c:p:228-235)
by Nowotarski, Jakub & Weron, Rafał - Improving short term load forecast accuracy via combining sister forecasts (RePEc:eee:energy:v:98:y:2016:i:c:p:40-49)
by Nowotarski, Jakub & Liu, Bidong & Weron, Rafał & Hong, Tao - A hybrid model for GEFCom2014 probabilistic electricity price forecasting (RePEc:eee:intfor:v:32:y:2016:i:3:p:1051-1056)
by Maciejowska, Katarzyna & Nowotarski, Jakub - Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging (RePEc:eee:intfor:v:32:y:2016:i:3:p:957-965)
by Maciejowska, Katarzyna & Nowotarski, Jakub & Weron, Rafał - Recent advances in electricity price forecasting: A review of probabilistic forecasting (RePEc:eee:rensus:v:81:y:2018:i:p1:p:1548-1568)
by Nowotarski, Jakub & Weron, Rafał - Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting (RePEc:gam:jeners:v:9:y:2016:i:8:p:621-:d:75423)
by Bartosz Uniejewski & Jakub Nowotarski & Rafał Weron - Robust estimation and forecasting of the long-term seasonal component of electricity spot prices (RePEc:pra:mprapa:42563)
by Nowotarski, Jakub & Tomczyk, Jakub & Weron, Rafal - Computing electricity spot price prediction intervals using quantile regression and forecast averaging (RePEc:spr:compst:v:30:y:2015:i:3:p:791-803)
by Jakub Nowotarski & Rafał Weron - LTSCSIMPLE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using simple methods (RePEc:wuu:hscode:m13001)
by Jakub Nowotarski & Jakub Tomczyk & Rafal Weron - LTSCSIN: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using sine-based methods (RePEc:wuu:hscode:m13002)
by Jakub Nowotarski & Jakub Tomczyk & Rafal Weron - LTSCWAVE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using wavelet-based methods (RePEc:wuu:hscode:m13003)
by Jakub Nowotarski & Jakub Tomczyk & Rafal Weron - QRA: MATLAB function to compute interval forecasts using Quantile Regression Averaging (QRA) (RePEc:wuu:hscode:m14003)
by Jakub Nowotarski - SCAR: MATLAB function to compute day-ahead predictions of the electricity spot price using the Seasonal Component AutoRegressive (SCAR) model (RePEc:wuu:hscode:m16001)
by Jakub Nowotarski & Rafal Weron - LTSC_EXAMPLE: MATLAB example script and data for "Robust estimation and forecasting of the long-term seasonal component of electricity spot prices" (RePEc:wuu:hscode:zip13002)
by Jakub Nowotarski & Rafal Weron - SCAR_EXAMPLE: MATLAB codes and data for "On the importance of the long-term seasonal component in day-ahead electricity price forecasting" (RePEc:wuu:hscode:zip16002)
by Jakub Nowotarski & Rafal Weron - ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" (RePEc:wuu:hscode:zip18001)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" (RePEc:wuu:hscode:zip18002)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - Robust estimation and forecasting of the long-term seasonal component of electricity spot prices (RePEc:wuu:wpaper:hsc1206)
by Jakub Nowotarski & Jakub Tomczyk & Rafal Weron - Modeling and forecasting of the long-term seasonal component of the EEX and Nord Pool spot prices (RePEc:wuu:wpaper:hsc1302)
by Jakub Nowotarski & Jakub Tomczyk & Rafal Weron - An empirical comparison of alternate schemes for combining electricity spot price forecasts (RePEc:wuu:wpaper:hsc1307)
by Jakub Nowotarski & Eran Raviv & Stefan Trueck & Rafal Weron - Computing electricity spot price prediction intervals using quantile regression and forecast averaging (RePEc:wuu:wpaper:hsc1312)
by Jakub Nowotarski & Rafal Weron - Short-term forecasting of electricity spot prices using model averaging (Krótkoterminowe prognozowanie spotowych cen energii elektrycznej z wykorzystaniem uśredniania modeli) (RePEc:wuu:wpaper:hsc1317)
by Jakub Nowotarski - Merging quantile regression with forecast averaging to obtain more accurate interval forecasts of Nord Pool spot prices (RePEc:wuu:wpaper:hsc1403)
by Jakub Nowotarski & Rafal Weron - Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging (RePEc:wuu:wpaper:hsc1409)
by Katarzyna Maciejowska & Jakub Nowotarski & Rafal Weron - Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts (RePEc:wuu:wpaper:hsc1410)
by Tao Hong & Katarzyna Maciejowska & Jakub Nowotarski & Rafal Weron - Probabilistic load forecasting via Quantile Regression Averaging on sister forecasts (RePEc:wuu:wpaper:hsc1501)
by Bidong Liu & Jakub Nowotarski & Tao Hong & Rafal Weron - Improving short term load forecast accuracy via combining sister forecasts (RePEc:wuu:wpaper:hsc1505)
by Jakub Nowotarski & Bidong Liu & Rafal Weron & Tao Hong - A hybrid model for GEFCom2014 probabilistic electricity price forecasting (RePEc:wuu:wpaper:hsc1506)
by Katarzyna Maciejowska & Jakub Nowotarski - To combine or not to combine? Recent trends in electricity price forecasting (RePEc:wuu:wpaper:hsc1601)
by Jakub Nowotarski & Rafal Weron - On the importance of the long-term seasonal component in day-ahead electricity price forecasting (RePEc:wuu:wpaper:hsc1605)
by Jakub Nowotarski & Rafal Weron - Automated variable selection and shrinkage for day-ahead electricity price forecasting (RePEc:wuu:wpaper:hsc1606)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - Recent advances in electricity price forecasting: A review of probabilistic forecasting (RePEc:wuu:wpaper:hsc1607)
by Jakub Nowotarski & Rafal Weron