Barbara Bedowska-Sojka

Poznań University of Economics and Business

Al. Niepodległości 10

Poznań, Great Poland 61-875

Poland

SCHOLARLY PAPERS

30

DOWNLOADS
Rank 26,648

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Top 26,648

in Total Papers Downloads

3,943

TOTAL CITATIONS
Rank 33,132

SSRN RANKINGS

Top 33,132

in Total Papers Citations

17

Scholarly Papers (30)

1.

Machine Learning and the Cross-Section of Cryptocurrency Returns

Number of pages: 65 Posted: 11 Dec 2022 Last Revised: 17 May 2023
Fordham university, Montpellier Business School, Poznań University of Economics and Business and Montpellier Business School
Downloads 691 (77,474)

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cryptocurrency markets, machine learning, return predictability, limits to arbitrage, asset pricing, the cross-section of returns

2.

Mitigating Digital Asset Risks

Number of pages: 54 Posted: 10 Nov 2023 Last Revised: 09 Jan 2024
National Yang Ming Chiao Tung University, Blockchain Research Center Humboldt-Universität zu Berlin, University of Twente, University of Twente, University College Dublin (UCD) - Michael Smurfit Graduate School of Business, Warsaw School of Economics (SGH) - Department of Economics I, Kaunas University of Technology, Geostrategic Institute Global, University of the Aegean - Department of Financial Engineering & Management - Decision & Management Engineering Laboratory, Independent, Royal Melbourne Institute of Technolog (RMIT University), University of Galway, A.I. Weinberg Ltd., Council of Economic Advisors, Ministry of Finance, Hellenic Republic, University Politehnica of Bucharest, Yildiz Technical University, Selçuk University - Department of Economics, University POLITEHNICA of Bucharest, CSEF - University of Naples Federico II, Poznań University of Economics and Business, University of Iceland, Zurich University of Applied Sciences, Independent, Independent, York St John University, Universitatea din Oradea, Independent, Independent, Eötvös Loránd University, University of Tirana - Department of Informatics, Bucharest University of Economic Studies and American University in Bulgaria
Downloads 504 (115,046)
Citation 1

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Digital assets, Blockchain technology, Regulatory frameworks, Decentralized finance, Non-fungible tokens

3.

False Safe Haven Assets: Evidence from the Target Volatility Strategy Based on Recurrent Neural Network

Number of pages: 59 Posted: 06 Apr 2021 Last Revised: 06 Nov 2021
Poznan University of Economics and Business, Poznań University of Economics and Business, Poznan University of Economics and Poznan University of Economics and Business
Downloads 374 (162,832)

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Asset allocation strategy, Target volatility, Safe haven, Recurrent neural networks, Machine Learning

4.

Hedging Geopolitical Risks with Different Asset Classes: A Focus on the Russian Invasion of Ukraine

Number of pages: 15 Posted: 16 May 2022
Barbara Bedowska-Sojka, Ender Demir and Adam Zaremba
Poznań University of Economics and Business, Istanbul Medeniyet University and Montpellier Business School
Downloads 360 (170,424)

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geopolitical risk hedging, Russia-Ukraine war, invasion, financial markets, wavelet coherence analysis, co-movement

5.

The Jumps in the Stock Returns: The Evidence from the Polish Stock Market

Number of pages: 12 Posted: 11 Mar 2012
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 292 (212,599)
Citation 1

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jumps, intraday data, periodicity, information, insider trading

6.

Is Geopolitical Risk Priced in the Cross-Section of Cryptocurrency Returns?

Number of pages: 14 Posted: 18 May 2022 Last Revised: 31 May 2022
Zhejiang University, Istanbul Medeniyet University, Poznań University of Economics and Business, Montpellier Business School and Montpellier Business School
Downloads 190 (322,980)
Citation 13

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cryptocurrencies, the cross-section of returns, asset pricing, geopolitical risk, return predictability

7.

Early Warning Systems for Cryptocurrency Markets: Predicting 'Zombie' Assets Using Machine Learning

Number of pages: 20 Posted: 30 Aug 2024
Barbara Bedowska-Sojka, Piotr Wojcik and Daniel Traian Pele
Poznań University of Economics and Business, University of Warsaw - Faculty of Economic Sciences and Bucharest University of Economic Studies
Downloads 177 (344,247)

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cryptocurrency, Machine Learning, coin, token, prediction, random forests

8.

FinTech, Regulation, and Cybercrime: Opportunities Arising From New Technologies

Number of pages: 33 Posted: 04 Jan 2024
Babes-Bolyai University, Faculty of Economics and Business Administration, York St John University, Babes-Bolyai University - Faculty of Economics and Business Administration, University College Dublin (UCD) - College of Business and Law, Independent, Eötvös Loránd University, Poznań University of Economics and Business and Universitatea din Oradea
Downloads 169 (360,305)

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FinTech, regulations, cybercrime, AI, ML, GDPR, AI Act

9.

Volatility Forecasts Based on Data Sampled at Different Frequencies

Advanced Risk & Portfolio Management Paper
Number of pages: 26 Posted: 06 Jun 2013
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 137 (426,272)

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value at risk, realized volatility, HAR

10.

Can Cryptocurrencies Hedge Oil Price Fluctuations? a Pandemic Perspective

Number of pages: 42 Posted: 08 Apr 2022
Barbara Bedowska-Sojka and Agata Kliber
Poznań University of Economics and Business and Poznan University of Economics
Downloads 112 (497,645)

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Cryptocurrencies, Brent Oil, stablecoins, threshold VAR, asymmetric causality, DCC-MSV

11.

Intraday Stealth Trading and Volatility: The Evidence from the Warsaw Stock Exchange

Number of pages: 18 Posted: 12 Jul 2013 Last Revised: 13 Jul 2013
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 108 (511,047)
Citation 1

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stealth trading, informed traders, price changes

12.

AI-Driven Failed Trials in Investment Strategies: A Network Data Analysis Approach

Number of pages: 14 Posted: 07 Oct 2024
Warsaw School of Economics (SGH) - Department of Economics I, Yildiz Technical University, University of Oradea, University of Milan, CSEF - University of Naples Federico II, University of Twente, West University of Timisoara, Zurich University of Applied Sciences, Poznań University of Economics and Business, York St John University, University of Tirana, University of Tirana - Department of Informatics, A.I. Weinberg Ltd., UCL Centre for Blockchain Technologies, University of Latvia, Università` della Calabria, Geostrategic Institute Global, Bern University of Applied Sciences (BFH) and University of Twente
Downloads 100 (539,839)

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AI, failed trials, quantitative finance, investment strategies, network data analysis, transparency

13.

Idiosyncratic Volatility, Returns, and Mispricing: No Real Anomaly in Sight

Finance Research Letters, Forthcoming
Number of pages: 13 Posted: 19 Sep 2017
Adam Zaremba, Anna Czapkiewicz and Barbara Bedowska-Sojka
Montpellier Business School, AGH University of Science and Technology and Poznań University of Economics and Business
Downloads 92 (569,597)
Citation 1

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Idiosyncratic Volatility, Low-Risk Anomaly, Abnormal Returns, Return Predictability, Mispricing, Stock Market Anomalies, Monte Carlo Simulation

14.

Ethical Artificial Intelligence, Fintech and Data Protection: A Path Forward for Training in Europe

Number of pages: 31 Posted: 11 Jul 2024
University College Dublin (UCD) - College of Business and Law, University of Oradea, affiliation not provided to SSRN, Behavioural, management and social sciences, Babes-Bolyai University - Faculty of Economics and Business Administration, Babes-Bolyai University, York St John University, Warsaw School of Economics (SGH) - Department of Economics I, Geostrategic Institute Global, University College Dublin, University College Dublin, Poznań University of Economics and Business, University of Twente and Council of Economic Advisors, Ministry of Finance, Hellenic Republic
Downloads 88 (585,417)

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Data Protection, Artificial Intelligence, Privacy, Ethics, Training, European Policy, Data Privacy, Responsible AI

15.

Proof-of-Work Versus Proof-of-Stake Coins As Possible Hedges Against Green and Dirty Energy

Number of pages: 23 Posted: 27 Apr 2023
Barbara Bedowska-Sojka and Agata Kliber
Poznań University of Economics and Business and Poznan University of Economics
Downloads 84 (601,979)

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cryptocurrencies, environment, proof-of-work, proof-of-stake, energy sources, Brent oil

16.

Liquidity Dynamics Around Jumps. The Evidence from the Warsaw Stock Exchange

Number of pages: 20 Posted: 27 Sep 2014
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 78 (628,070)

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liquidity variables, intraday data, jumps, news

17.

Unemployment Rate Forecasts in the Baltic States

Eastern European Economics 2015, 53, no 1, pp. 57-67
Number of pages: 14 Posted: 27 Sep 2014 Last Revised: 29 Nov 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 72 (655,792)

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unemployment rate, structural time series models, forecasting performance

18.

Predicting the Undead: Using Machine Learning to Forecast Cryptocurrency Zombies

Number of pages: 19 Posted: 14 Apr 2024
Barbara Bedowska-Sojka, Piotr Wojcik and Daniel Traian Pele
Poznań University of Economics and Business, University of Warsaw - Faculty of Economic Sciences and Bucharest University of Economic Studies
Downloads 68 (675,333)

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cryptocurrency, coin, token, classification, prediction, machine learning, random forest

19.

Zombies Running Wild: Which Cryptocurrencies are Next?

Number of pages: 13 Posted: 02 Sep 2023
Barbara Bedowska-Sojka and Piotr Wojcik
Poznań University of Economics and Business and University of Warsaw - Faculty of Economic Sciences
Downloads 62 (707,172)

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coins, Cryptocurrency, classification, collapse, machine learning

20.

Macroeconomic News Effects on the Stock Markets

Number of pages: 16 Posted: 11 Mar 2012 Last Revised: 29 Jul 2013
Barbara Bedowska-Sojka
Poznań University of Economics and Business
Downloads 59 (723,808)

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high frequency data, macroeconomic announcement, flexible Fourier form, intraday periodicity, volatility modeling

The Lithium and Oil Markets – Dependencies and Volatility Spillovers

Number of pages: 22 Posted: 06 Apr 2022
Barbara Bedowska-Sojka and Joanna Górka
Poznań University of Economics and Business and affiliation not provided to SSRN
Downloads 31 (959,085)

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lithium, Brent crude oil, spillovers, copula, DCC

The Lithium and Oil Markets – Dependencies and Volatility Spillovers

Number of pages: 22 Posted: 06 Apr 2022
Barbara Bedowska-Sojka and Joanna Górka
Poznań University of Economics and Business and affiliation not provided to SSRN
Downloads 22 (1,058,184)

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lithium, Brent crude oil, spillovers, copula, DCC

22.

Do Investors in Dirty and Clean Cryptocurrencies Care About Energy Efficiency in the Same Way?

Number of pages: 14 Posted: 13 Dec 2023
Agata Kliber and Barbara Bedowska-Sojka
Poznan University of Economics and Poznań University of Economics and Business
Downloads 52 (766,846)

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clean cryptocurrencies, dirty cryptocurrencies, environmental attention, Brent, clean energy

23.

Impact of Environmental Awareness and Adequate Infrastructure on Sustainable Transport Choices - the Case of the V4 Economies

Number of pages: 31 Posted: 20 Oct 2024
Agata Kliber, Blanka Łęt, Pavel Rezac, Barbara Bedowska-Sojka and Jindrich Fric
Poznan University of Economics, Poznan University of Economics, Transport Research Centre, Poznań University of Economics and Business and Transport Research Centre
Downloads 21 (1,037,990)

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transport modes, alternative transport, bicycles, Public Transport, infrastructure, ecological attitude

24.

The Synergy of Statistical and Fuzzy Logic Approaches in Mining Patterns from the Peer-to-Peer Lending Data

Posted: 18 Sep 2024
University of Economics in Bratislava, York St John University, Eötvös Loránd University, Vlatacom Institute of High Technology, University of Economics in Bratislava, Poznań University of Economics and Business, Kadir Has University, University of Tirana, University of Iceland and CSEF - University of Naples Federico II

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p2p lending, linguistic summaries, fuzzy functional dependencies, correlation, data mining

25.

The Dynamics of Low-Frequency Liquidity Measures on the German and the Polish Stock Market

Posted: 01 Dec 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business

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liquidity, hi-low range, spread, Amihud illiquidity, turnover

26.

How Jumps Affect Liquidity? The Evidence from Poland

Finance a uver Czech Journal of Economics and Finance 2017, vol. 67, Issue 1, pp. 39-52.
Posted: 01 Dec 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business

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liquidity, jumps, intraday data, event study

27.

Daily VAR Forecasts with Realized Volatility and GARCH Models

Argumenta Oeconomica 2015, vol.34, no. 1, pp. 157-173
Posted: 01 Dec 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business

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VaR, intraday data, realized volatility, GARCH

28.

Economic Situation of the Country or Risk in the World Financial Market? The Dynamics of Polish Sovereign Credit Default Swap Spreads

Dynamic Econometric Models 2013, pp. 87-106.
Posted: 01 Dec 2017
Barbara Bedowska-Sojka and Agata Kliber
Poznań University of Economics and Business and Poznan University of Economics

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sovereign Credit Default Swap, Bond spread, Stock Exchange indices, exchange rates, sunspots, volatility transmission, volatility models, principal component analysis, event analysis.

29.

Macroeconomic News Effects on the Stock Markets in Intraday Data

Central European Journal of Economic Modelling and Econometrics, Vol. 5, pp. 249-269, 2013
Posted: 01 Dec 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business

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Intraday Returns, Macro Surprises, News Effect, Periodicity, Volatility

30.

Unemployment Rates Forecasts – Unobserved Component Models Versus Sarima Models in Central and Eastern European Countries

Comparative Economic Research. Central and Eastern Europe, De Gruyter Open, 2017, vol. 20, Issue 2, pp. 91-108
Posted: 01 Dec 2017
Barbara Bedowska-Sojka
Poznań University of Economics and Business

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unemployment rate, unobserved component, SARIMA models, forecasting accuracy