Jakub Nowotarski : Citation Profile

Politechnika Wrocławska

10

H index

10

i10 index

703

Citations

RESEARCH PRODUCTION:

9

Articles

16

Papers

RESEARCH ACTIVITY:

   6 years (2012 - 2018). See details.
   Cites by year: 117
   Journals where Jakub Nowotarski has often published
   Relations with other researchers
   Recent citing documents: 79.    Total self citations: 23 (3.17 %)

MORE DETAILS IN:
ABOUT THIS REPORT:

   Permalink: http://citec.repec.org/pno175
   Updated: 2025-01-10    RAS profile: 2023-03-16    
   Missing citations? Add them    Incorrect content? Let us know

Relations with other researchers

Works with:

Authors registered in RePEc who have co-authored more than one work in the last five years with Jakub Nowotarski.

Is cited by:

Weron, Rafał (191)

Marcjasz, Grzegorz (116)

Uniejewski, Bartosz (115)

Serafin, Tomasz (31)

Maciejowska, Katarzyna (29)

Nitka, Weronika (17)

Gianfreda, Angelica (13)

Weron, Tomasz (11)

Grossi, Luigi (10)

Janczura, Joanna (8)

Nan, Fany (8)

Cites to:

Weron, Rafał (158)

Misiorek, Adam (43)

Trueck, Stefan (31)

Hong, Tao (30)

Maciejowska, Katarzyna (23)

Janczura, Joanna (16)

Lisi, Francesco (14)

Nan, Fany (14)

Timmermann, Allan (10)

Wallis, Kenneth (9)

Hyndman, Rob (9)

Main data

Production by document typepaperarticle20122013201420152016201720180510Documents Highcharts.comExport to raster or vector imagePrint the chart
Cumulative documents published20122013201420152016201720180102030Documents Highcharts.comExport to raster or vector imagePrint the chart

Citations received201320142015201620172018201920202021202220232024050100150Citations Highcharts.comExport to raster or vector imagePrint the chart
Citations by production year20122013201420152016201720180100200300400Citations Highcharts.comExport to raster or vector imagePrint the chart

H-Index: 10Most cited documents1234567891011120100200Number of citations Highcharts.comExport to raster or vector imagePrint the chart
H-Index evolution201310201311201312201401201402201403201404201405201406201407201408201409201410201411201412201501201502201503201504201505201506201507201508201509201510201511201512201601201602201603201604201605201606201607201608201609201610201611201612201701201702201703201704201705201706201707201708201709201710201711201712201801201802201803201804201805201806201807201808201809201810201811201812201901201902201903201904201905201906201907201908201909201910201911201912202001202002202003202004202005202006202007202008202009202010202011202012202101202102202103202104202105202106202107202108202109202110202111202112202201202202202203202204202205202206202207202208202209202210202211202212202301202302202303202304202305202306202307202308202309202310202311202312202401202402202403202404202405202406202407202408202409202410202411202412202501051015h-index Highcharts.comExport to raster or vector imagePrint the chart

Where Jakub Nowotarski has published?

Journals with more than one article published# docs
Energy Economics3
International Journal of Forecasting2

Working Papers Series with more than one paper published# docs
HSC Research Reports / Hugo Steinhaus Center, Wroclaw University of Science and Technology15

Recent works citing Jakub Nowotarski (2024 and 2023)

Year  ↓Title of citing document  ↓
2023Bayesian Forecasting in the 21st Century: A Modern Review. (2022). Koop, Gary ; Huber, Florian ; Loaiza-Maya, Ruben ; Maneesoonthorn, Worapree ; Frazier, David T ; Martin, Gael M ; Panagiotelis, Anastasios ; Nibbering, Didier ; Maheu, John . In: Papers. RePEc:arx:papers:2212.03471.

Full description at Econpapers || Download paper

2023Matching of Everyday Power Supply and Demand with Dynamic Pricing: Problem Formalisation and Conceptual Analysis. (2023). Ernst, Damien ; Sutera, Antonio ; Th, Thibaut. In: Papers. RePEc:arx:papers:2301.11587.

Full description at Econpapers || Download paper

2024Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices. (2023). Uniejewski, Bartosz. In: Papers. RePEc:arx:papers:2302.00411.

Full description at Econpapers || Download paper

2024Multivariate Probabilistic CRPS Learning with an Application to Day-Ahead Electricity Prices. (2023). Ziel, Florian ; Berrisch, Jonathan. In: Papers. RePEc:arx:papers:2303.10019.

Full description at Econpapers || Download paper

2023A hybrid model for day-ahead electricity price forecasting: Combining fundamental and stochastic modelling. (2023). Musgens, Felix ; Grothe, Oliver ; Mobius, Thomas ; Watermeyer, Mira. In: Papers. RePEc:arx:papers:2304.09336.

Full description at Econpapers || Download paper

2023Combining predictive distributions of electricity prices: Does minimizing the CRPS lead to optimal decisions in day-ahead bidding?. (2023). Weron, Rafal ; Nitka, Weronika. In: Papers. RePEc:arx:papers:2308.15443.

Full description at Econpapers || Download paper

2023Learning Probability Distributions of Day-Ahead Electricity Prices. (2023). Hanus, Lubos ; Barunik, Jozef. In: Papers. RePEc:arx:papers:2310.02867.

Full description at Econpapers || Download paper

2024Postprocessing of point predictions for probabilistic forecasting of electricity prices: Diversity matters. (2024). Weron, Rafał ; Uniejewski, Bartosz ; Lipiecki, Arkadiusz. In: Papers. RePEc:arx:papers:2404.02270.

Full description at Econpapers || Download paper

2024Regularization for electricity price forecasting. (2024). Uniejewski, Bartosz. In: Papers. RePEc:arx:papers:2404.03968.

Full description at Econpapers || Download paper

2024Ranking probabilistic forecasting models with different loss functions. (2024). Uniejewski, Bartosz ; Serafin, Tomasz. In: Papers. RePEc:arx:papers:2411.17743.

Full description at Econpapers || Download paper

2024Anomaly Detection in California Electricity Price Forecasting: Enhancing Accuracy and Reliability Using Principal Component Analysis. (2024). Akintunde, Ruth ; Nyangon, Joseph. In: Papers. RePEc:arx:papers:2412.07787.

Full description at Econpapers || Download paper

2023Regulated peer-to-peer energy markets for harnessing decentralized demand flexibility. (2023). Zhang, Max K ; Lee, Zachary E. In: Applied Energy. RePEc:eee:appene:v:336:y:2023:i:c:s0306261923000363.

Full description at Econpapers || Download paper

2023Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows. (2023). Dahmen, Manuel ; Mitsos, Alexander ; Witthaut, Dirk ; Cramer, Eike. In: Applied Energy. RePEc:eee:appene:v:346:y:2023:i:c:s0306261923007341.

Full description at Econpapers || Download paper

2023Event-driven forecasting of wholesale electricity price and frequency regulation price using machine learning algorithms. (2023). Pan, Zehua ; Sai, Wei ; Chan, Siew Hwa ; Miao, Bin ; Zhong, Zheng ; Jiao, Zhenjun ; Liu, Siyu. In: Applied Energy. RePEc:eee:appene:v:352:y:2023:i:c:s0306261923013533.

Full description at Econpapers || Download paper

2024Forecasting individual bids in real electricity markets through machine learning framework. (2024). Chen, Qixin ; Zheng, Kedi ; Guo, Hongye ; Tang, Qinghu. In: Applied Energy. RePEc:eee:appene:v:363:y:2024:i:c:s0306261924004367.

Full description at Econpapers || Download paper

2024Building plug load mode detection, forecasting and scheduling. (2024). Fu, Xiaohan ; Lago, Jesus ; Botman, Lola ; de Moor, Bart ; Kleissl, Jan ; Wolf, Jesse ; Chia, Keaton. In: Applied Energy. RePEc:eee:appene:v:364:y:2024:i:c:s0306261924004811.

Full description at Econpapers || Download paper

2023Multivariable short-term electricity price forecasting using artificial intelligence and multi-input multi-output scheme. (2023). Huang, Xiaojia ; Wang, Jianzhou ; Nie, Ying ; Jiang, Ping. In: Energy Economics. RePEc:eee:eneeco:v:117:y:2023:i:c:s0140988322006004.

Full description at Econpapers || Download paper

2023From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead electricity price forecasting. (2023). Kruger, Fabian ; Kachele, Fabian ; Grothe, Oliver. In: Energy Economics. RePEc:eee:eneeco:v:120:y:2023:i:c:s0140988323001007.

Full description at Econpapers || Download paper

2023Distributional neural networks for electricity price forecasting. (2023). Weron, Rafał ; Ziel, Florian ; Narajewski, Micha ; Marcjasz, Grzegorz. In: Energy Economics. RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323003419.

Full description at Econpapers || Download paper

2024Toward high-resolution projection of electricity prices: A machine learning approach to quantifying the effects of high fuel and CO2 prices. (2024). Ikonnikova, Svetlana ; Madadkhani, Shiva. In: Energy Economics. RePEc:eee:eneeco:v:129:y:2024:i:c:s0140988323007399.

Full description at Econpapers || Download paper

2023A worldwide analysis of the energy regulatory tasks and activities through the lenses of entropy and unsupervised statistical learning. (2023). Scandolo, Giacomo ; Gianfreda, Angelica. In: Energy. RePEc:eee:energy:v:271:y:2023:i:c:s0360544223003638.

Full description at Econpapers || Download paper

2024A hybrid short-term wind power point-interval prediction model based on combination of improved preprocessing methods and entropy weighted GRU quantile regression network. (2024). Qiao, Xianzhu ; Liu, Tianhong. In: Energy. RePEc:eee:energy:v:288:y:2024:i:c:s036054422303298x.

Full description at Econpapers || Download paper

2024Wholesale electricity price forecasting by Quantile Regression and Kalman Filter method. (2024). Movahedi, Akram ; Amiri, Hossein ; Monjazeb, Mohammad Reza. In: Energy. RePEc:eee:energy:v:290:y:2024:i:c:s0360544223033194.

Full description at Econpapers || Download paper

2024Towards energy transition: A novel day-ahead operation scheduling strategy for demand response and hybrid energy storage systems in smart grid. (2024). el Moursi, Mohamed Shawky ; Al-Sumaiti, Ameena Saad ; Elsir, Mohamed. In: Energy. RePEc:eee:energy:v:293:y:2024:i:c:s0360544224003955.

Full description at Econpapers || Download paper

2024A novel time-series probabilistic forecasting method for multi-energy loads. (2024). Zhang, Zhisheng ; Ding, Yuhao ; Sun, Yuanyuan ; Xie, Xiangmin ; Fan, Jianhua. In: Energy. RePEc:eee:energy:v:306:y:2024:i:c:s0360544224022308.

Full description at Econpapers || Download paper

2023Forecasting electricity prices with expert, linear, and nonlinear models. (2023). Ravazzolo, Francesco ; del Grosso, Filippo ; Gianfreda, Angelica ; Bille, Anna Gloria. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:2:p:570-586.

Full description at Econpapers || Download paper

2023Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx. (2023). Weron, Rafał ; Dubrawski, Artur ; Marcjasz, Grzegorz ; Challu, Cristian ; Olivares, Kin G. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:2:p:884-900.

Full description at Econpapers || Download paper

2023Static and dynamic models for multivariate distribution forecasts: Proper scoring rule tests of factor-quantile versus multivariate GARCH models. (2023). Meng, Xiaochun ; Han, Yang ; Alexander, Carol. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:3:p:1078-1096.

Full description at Econpapers || Download paper

2023Forecasting electricity prices using bid data. (2023). Nasirov, Shahriyar ; Martinez, Blanca ; Ciarreta, Aitor. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:3:p:1253-1271.

Full description at Econpapers || Download paper

2023Forecast combinations: An over 50-year review. (2023). Li, Feng ; Kang, Yanfei ; Hyndman, Rob J ; Wang, Xiao Qian. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:4:p:1518-1547.

Full description at Econpapers || Download paper

2023LASSO principal component averaging: A fully automated approach for point forecast pooling. (2023). Maciejowska, Katarzyna ; Uniejewski, Bartosz. In: International Journal of Forecasting. RePEc:eee:intfor:v:39:y:2023:i:4:p:1839-1852.

Full description at Econpapers || Download paper

2024Bayesian forecasting in economics and finance: A modern review. (2024). Koop, Gary ; Huber, Florian ; Loaiza-Maya, Ruben ; Maneesoonthorn, Worapree ; Frazier, David T ; Martin, Gael M ; Panagiotelis, Anastasios ; Nibbering, Didier ; Maheu, John. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:2:p:811-839.

Full description at Econpapers || Download paper

2023Analysis of hourly price granularity implementation in the Brazilian deregulated electricity contracting environment. (2023). Pereira, Benvindo Rodrigues ; Lage, Guilherme Guimares ; Faria, Wandry Rodrigues ; Leite, Ciniro Aparecido. In: Utilities Policy. RePEc:eee:juipol:v:81:y:2023:i:c:s0957178723000255.

Full description at Econpapers || Download paper

2023Machine learning methods for inflation forecasting in Brazil: New contenders versus classical models. (2023). Gaglianone, Wagner ; Araujo, Gustavo Silva. In: Latin American Journal of Central Banking (previously Monetaria). RePEc:eee:lajcba:v:4:y:2023:i:2:s2666143823000042.

Full description at Econpapers || Download paper

2024A hybrid forecasting framework based on MCS and machine learning for higher dimensional and unbalanced systems. (2024). Li, Jiang-Cheng ; Xie, Zu-Guang ; Wang, Li-Ya ; Zhong, Guang-Yan ; Yang, Guo-Hui. In: Physica A: Statistical Mechanics and its Applications. RePEc:eee:phsmap:v:637:y:2024:i:c:s0378437124001201.

Full description at Econpapers || Download paper

2024A multi-period-sequential-index combination method for short-term prediction of small sample data. (2024). Wu, Cong ; Cheng, Feng ; Jiang, Hongyan ; Zeng, Yuhai ; Fang, Dianjun. In: Reliability Engineering and System Safety. RePEc:eee:reensy:v:242:y:2024:i:c:s0951832023006816.

Full description at Econpapers || Download paper

2024Forecasting electricity prices from the state-of-the-art modeling technology and the price determinant perspectives. (2024). Abedin, Mohammad Zoynul ; Li, Qiang ; Chai, Shanglei ; Lucey, Brian M. In: Research in International Business and Finance. RePEc:eee:riibaf:v:67:y:2024:i:pa:s0275531923002581.

Full description at Econpapers || Download paper

2023Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging. (2023). Mir, Syed ; Grolinger, Katarina ; Ahmed, Mohamed ; Skala, Raiden. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:10:p:4093-:d:1147109.

Full description at Econpapers || Download paper

2023Short-Term Natural Gas and Carbon Price Forecasting Using Artificial Neural Networks. (2023). Karl, Jurgen ; Markthaler, Simon ; Miederer, Jonas ; Plankenbuhler, Thomas ; Kolb, Sebastian ; Bohm, Laura. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:18:p:6643-:d:1240996.

Full description at Econpapers || Download paper

2023Prediction of Matching Prices in Electricity Markets through Curve Representation. (2023). Alonso, Andres M ; Foronda-Pascual, Daniel. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:23:p:7812-:d:1289042.

Full description at Econpapers || Download paper

2023ARX-GARCH Probabilistic Price Forecasts for Diversification of Trade in Electricity Markets—Variance Stabilizing Transformation and Financial Risk-Minimizing Portfolio Allocation. (2023). Janczura, Joanna ; Pu, Andrzej. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:2:p:807-:d:1031193.

Full description at Econpapers || Download paper

2023Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices. (2023). Santos, Leandro Dos ; Mariani, Viviana Cocco ; Seman, Laio Oriel ; Stefenon, Stefano Frizzo. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:3:p:1371-:d:1049947.

Full description at Econpapers || Download paper

2023Load Forecasting Techniques and Their Applications in Smart Grids. (2023). Fouda, Mostafa M ; Metwally, Khaled ; Mahmoud, Mohamed ; Habbak, Hany ; Ibrahem, Mohamed I. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:3:p:1480-:d:1055616.

Full description at Econpapers || Download paper

2023A Hawkes Model Approach to Modeling Price Spikes in the Japanese Electricity Market. (2023). Ikeda, Kazushi ; Adline, Bikeri. In: Energies. RePEc:gam:jeners:v:16:y:2023:i:4:p:1570-:d:1057836.

Full description at Econpapers || Download paper

2024Using Generative Pre-Trained Transformers (GPT) for Electricity Price Trend Forecasting in the Spanish Market. (2024). Heredia, Jose Antonio ; Medina, Alberto Menendez. In: Energies. RePEc:gam:jeners:v:17:y:2024:i:10:p:2338-:d:1393354.

Full description at Econpapers || Download paper

2024.

Full description at Econpapers || Download paper

2024Efficient frontiers for short-term sales of spot and forward wind energy in Texas. (2024). Zarnikau, Jay ; Cao, K H ; Qi, H ; Woo, C K ; Li, R. In: Post-Print. RePEc:hal:journl:hal-04761181.

Full description at Econpapers || Download paper

2023Probabilistic forecasting of electricity prices using an augmented LMARX-model. (2023). Sheybanivaziri, Samaneh ; Andersson, Jonas. In: Discussion Papers. RePEc:hhs:nhhfms:2023_011.

Full description at Econpapers || Download paper

2023Bayesian Forecasting in the 21st Century: A Modern Review. (2023). Maheu, John ; Panagiotelis, Anastasios ; Nibbering, Didier ; Koop, Gary ; Huber, Florian ; Loaiza-Maya, Ruben ; Frazier, David T ; Martin, Gael M. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2023-1.

Full description at Econpapers || Download paper

2023Identifying Risk Factors and Their Premia: A Study on Electricity Prices*. (2023). Lunde, Asger ; Wei, Wei. In: Journal of Financial Econometrics. RePEc:oup:jfinec:v:21:y:2023:i:5:p:1647-1679..

Full description at Econpapers || Download paper

2024Multistage optimization filter for trend?based short?term forecasting. (2022). Vinogradov, Dmitri ; Kellard, Neil ; Zafar, Usman. In: Journal of Forecasting. RePEc:wly:jforec:v:41:y:2022:i:2:p:345-360.

Full description at Econpapers || Download paper

Works by Jakub Nowotarski:

Year  ↓Title  ↓Type  ↓Cited  ↓
2013Robust estimation and forecasting of the long-term seasonal component of electricity spot prices In: Energy Economics.
[Full Text][Citation analysis]		article51
2012Robust estimation and forecasting of the long-term seasonal component of electricity spot prices.(2012) In: MPRA Paper.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 51		paper
2012Robust estimation and forecasting of the long-term seasonal component of electricity spot prices.(2012) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 51		paper
2014An empirical comparison of alternative schemes for combining electricity spot price forecasts In: Energy Economics.
[Full Text][Citation analysis]		article90
2013An empirical comparison of alternate schemes for combining electricity spot price forecasts.(2013) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 90		paper
2016On the importance of the long-term seasonal component in day-ahead electricity price forecasting In: Energy Economics.
[Full Text][Citation analysis]		article55
2016On the importance of the long-term seasonal component in day-ahead electricity price forecasting.(2016) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 55		paper
2016Improving short term load forecast accuracy via combining sister forecasts In: Energy.
[Full Text][Citation analysis]		article34
2015Improving short term load forecast accuracy via combining sister forecasts.(2015) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 34		paper
2016A hybrid model for GEFCom2014 probabilistic electricity price forecasting In: International Journal of Forecasting.
[Full Text][Citation analysis]		article51
2015A hybrid model for GEFCom2014 probabilistic electricity price forecasting.(2015) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 51		paper
2016Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging In: International Journal of Forecasting.
[Full Text][Citation analysis]		article82
2014Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging.(2014) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 82		paper
2018Recent advances in electricity price forecasting: A review of probabilistic forecasting In: Renewable and Sustainable Energy Reviews.
[Full Text][Citation analysis]		article170
2016Recent advances in electricity price forecasting: A review of probabilistic forecasting.(2016) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 170		paper
2016Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting In: Energies.
[Full Text][Citation analysis]		article74
2016Automated variable selection and shrinkage for day-ahead electricity price forecasting.(2016) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 74		paper
2015Computing electricity spot price prediction intervals using quantile regression and forecast averaging In: Computational Statistics.
[Full Text][Citation analysis]		article57
2013Computing electricity spot price prediction intervals using quantile regression and forecast averaging.(2013) In: HSC Research Reports.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 57		paper
2013Modeling and forecasting of the long-term seasonal component of the EEX and Nord Pool spot prices In: HSC Research Reports.
[Full Text][Citation analysis]		paper2
2013Short-term forecasting of electricity spot prices using model averaging (Krótkoterminowe prognozowanie spotowych cen energii elektrycznej z wykorzystaniem uśredniania modeli) In: HSC Research Reports.
[Full Text][Citation analysis]		paper0
2014Merging quantile regression with forecast averaging to obtain more accurate interval forecasts of Nord Pool spot prices In: HSC Research Reports.
[Full Text][Citation analysis]		paper5
2014Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts In: HSC Research Reports.
[Full Text][Citation analysis]		paper3
2015Probabilistic load forecasting via Quantile Regression Averaging on sister forecasts In: HSC Research Reports.
[Full Text][Citation analysis]		paper20
2016To combine or not to combine? Recent trends in electricity price forecasting In: HSC Research Reports.
[Full Text][Citation analysis]		paper9

CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated December, 8 2024. Contact: CitEc Team