Alla Petukhina

University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business

Treskowallee 8

Berlin, 10313

Germany

SCHOLARLY PAPERS

9

DOWNLOADS
Rank 29,263

SSRN RANKINGS

Top 29,263

in Total Papers Downloads

3,777

TOTAL CITATIONS
Rank 28,839

SSRN RANKINGS

Top 28,839

in Total Papers Citations

48

Scholarly Papers (9)

1.

Investing with Cryptocurrencies – evaluating their potential for portfolio allocation strategies

Quantitative Finance (2021): 1-29.
Number of pages: 64 Posted: 07 Nov 2018 Last Revised: 28 Sep 2021
University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business, University of Amsterdam - Amsterdam School of Economics (ASE), Blockchain Research Center Humboldt-Universität zu Berlin and Austrian Blockchain Center (ABC Research)
Downloads 1,754 (21,770)
Citation 34

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Cryptocurrency, CRIX, Investments, Portfolio Management, Asset Classes, Blockchain, Bitcoin, Altcoins, DLT

2.

Rise of the Machines? Intraday High-Frequency Trading Patterns of Cryptocurrencies.

European Journal of Finance, 2020, DOI: 10.1080/1351847X.2020.1789684
Number of pages: 33 Posted: 09 Jul 2020 Last Revised: 11 Aug 2020
University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business, International Research Training Group 1792 and Blockchain Research Center Humboldt-Universität zu Berlin
Downloads 708 (79,353)
Citation 13

Abstract:

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Cryptocurrency, High-Frequency Trading, Algorithmic Trading, Liquidity, Volatility, Price Impact, CRIX

3.

Multivariate Probabilistic Forecasting of Electricity Prices With Trading Applications

Number of pages: 45 Posted: 02 Aug 2023 Last Revised: 13 Nov 2024
Humboldt University of Berlin - Faculty of Economics and Business Administration, Blockchain Research Center Humboldt-Universität zu Berlin, Charles University in Prague - Faculty of Mathematics and Physics, Charles University in Prague - Faculty of Mathematics and Physics and University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business
Downloads 315 (208,005)
Citation 1

Abstract:

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electricity market, distributional modeling, simulation, trading strategies, probabilistic forecasting

4.

Robustifying Markowitz

Number of pages: 44 Posted: 20 Dec 2021 Last Revised: 11 Nov 2022
Humboldt University of Berlin, University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business, Blockchain Research Center Humboldt-Universität zu Berlin and Department of mathematics ETH, Zürich
Downloads 280 (235,712)

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robust estimator, portfolio allocation, Markowitz, turnover

5.

Advancing Markowitz: Asset Allocation Forest

Number of pages: 52 Posted: 15 Apr 2024
Erasmus University Rotterdam (EUR) - Department of Econometrics, Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE) and University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business
Downloads 275 (240,994)

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interpretable machine learning, portfolio allocation, random forests

6.

Evaluation of Multi-Asset Investment Strategies with Digital Assets

Digital Finance (2021) 3:45–79 https://doi.org/10.1007/s42521-021-00031-9
Number of pages: 35 Posted: 11 Sep 2020 Last Revised: 24 Dec 2022
Alla Petukhina and Erin Sprünken
University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business and Charité - Universitätsmedizin zu Berlin
Downloads 195 (337,222)

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Portfolio Management, Asset Allocation, Investments, Alternative Assets, Bitcoin, Cryptocurrencies, LIBRO

7.

Information Arrival, News Sentiment, Volatilities and Jumps of Intraday Returns

Number of pages: 29 Posted: 09 Jan 2021
Ya Qian, Jun Tu, Alla Petukhina and Zilin Chen
Humboldt University of Berlin, Shanghai Jiao Tong University (SJTU), Antai College of Economics and Management, Students, University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business and Southwestern University of Finance and Economics (SWUFE) - School of Finance
Downloads 167 (385,715)

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information arrival, volatility modelling, jump, sentiment, GARCH

8.

Exploring Research Visibility of the FinAI COST Action Members: a Bibliometric Analysis of Topics

Number of pages: 21 Posted: 28 Nov 2023
University of Warsaw - Faculty of Economic Sciences, University of Warsaw, Faculty of Economic Sciences, Humboldt University of Berlin, Babes-Bolyai University - Faculty of Economics and Business Administration, Bucharest University of Economic Studies, Humboldt-Universität zu Berlin, University of Twente, University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business and Polytechnic University of Milan - Department of Mathematics
Downloads 83 (649,636)

Abstract:

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research visibility, bibliometric analysis, topic modelling, finance, artificial intelligence

9.

Tail Event Driven ASset Allocation: Evidence from Equity and Mutual Funds’ Markets

J Asset Management (2018) 19:49–63 https://doi.org/10.1057/s41260-017-0060-9
Posted: 05 Jan 2017 Last Revised: 27 Dec 2022
Blockchain Research Center Humboldt-Universität zu Berlin, Singapore University of Social Sciences (SUSS), Humboldt University of Berlin - Center for Applied Statistics and Economics (CASE) and University of Applied Sciences for Engineering and Economics (HTW Berlin), School of Computing, Communication and Business

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adaptive lasso, portfolio optimisation, quantile regression, Valueat- Risk, tail events