Publications
Refereed publications
2022 / Magazines, Journals
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Husmann/Shivarova/Steinert (2022). Sparsity and Stability for Minimum-Variance Portfolio. Risk Management, 24, 214-235.
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Husmann/Shivarova/Steinert (2022). Company classification using machine learning. Expert Systems with Applications, 195, https://doi.org/10.1016/j.eswa.2022.
- Husmann/Shivarova/Steinert (2022). Sparsity and Stability for Minimum-Variance Portfolio. Risk Management, 24, 214–235.
- Husmann/Shivarova/Steinert (2022). Company classification using machine learning. Expert Systems with Applications, 195, https://doi.org/10.1016/j.eswa.2022.
- Heinrich/Shivarova/Zurek (2021). Factor investing: alpha concentration versus diversification. Journal of Asset Management, 22, 464-487, https://doi.org/10.1057/s41260-021-00226-0.
- Shivarova (2021). Matthew F. Dixon, Igor Halperin, and Paul Bilokon: Machine learning in finance from theory to practice. Financial Markets and Portfolio Management, https://doi.org/10.1007/s11408-021-00389-1.
- Husmann/Shivarova/Steinert (2021). Cross-validated covariance estimators for high-dimensional minimum-variance portfolios. Financial Markets and Portfolio Management, 35(3), 309-352.
- Heinrich/Zurek (2021). Bottom-Up versus Top-Down Factor Investing: An Alpha Forecasting Perspective. Journal of Asset Management, 22, 11-29.
- Otto/Steinert (2020). Estimation of the Spatial Weighting Matrix for Spatiotemporal Data under the Presence of Structural Breaks. arXiv preprint arXiv:1810.06940.
- Heinrich/Zurek (2019). Alpha forecasting in factor investing: discriminating between the informational content of firm characteristics. Financial Markets and Portfolio Management, 33, 243–275.
- Steinert/Ziel (2019). Short-to Mid-term Day-Ahead Electricity Price Forecasting Using Futures. The Energy Journal, 40.1, 105-127.
- Target/Steinert (2018). Probabilistic Mid- and Long-Term Electricity Price Forecasting. Renewable and Sustainable Energy Reviews, 32.3, 251-266.
- Husmann/Perederiy (2017): Forecasting Default with Aggregated Financial Ratios. Journal of Money, Banking and Finance (3), 53-68.
- Target/Weron (2016). Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate models (No. HSC/16/08). Hugo Steinhaus Centre, Wroclaw University of Technology.
- Ziel/Steinert, R. (2016). Electricity Price Forecasting using Sale and Purchase Curves: The X-Model. Energy Economics, 59, 435-454.
- Ziel/Croonenbroeck/Ambach (2016): Forecasting wind power - Modelling periodic and non-linear effects under conditional heteroscedasticity. Applied Energy, 177, 285-297.
- Target/Liu (2016): Lasso estimation for GEFCom2014 probabilistic electric load forecasting. International Journal of Forecasting, 23, 1029-1037.
- Target (2016): Forecasting Electricity Spot Prices using Lasso: On Capturing the Autoregressive Intraday Structure. IEEE Transactions on Power Systems, 31.6, 4977-4987.
- Target (2015): Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes. Computational Statistics and Data Analysis, Vol. 100, 773-793.
- Target, F. (2015). Quasi-maximum Likelihood Estimation of Periodic Autoregressive, Conditionally Heteroscedastic Time Series . Springer International Publishing, pp. 207-214.
- Ziel/Steinert/Husmann (2015): Forecasting Day Ahead Electricity Spot Prices: The Impact of the EXAA to other European Electricity Markets. Energy Economics, Vol. 51, 430-444. DOI:10.1016/j.eneco.2015.08.0005. .
- Lubnau/Todorova (2015): Trading on Mean-Reversion in Energy Futures Markets. Energy Economics, Vol. 51, 312-319. DOI:10.1016/j.eneco.2015.06.018. .
- Ziel/Steinert/Husmann (2015): Efficient Modelling and Forecasting of the Electricity Spot Prices. Energy Economics, Vol. 47, 98-111. DOI: 10.1016/j.eneco.2014.10.012.
- Todorova/Soucek (2014): Volatility Transmission in Energy Futures Markets. The Journal of Energy Markets, Vol. 7, Issue 3, 51-70.
- Todorova/Soucek (2014): Overnight information flow and realised volatility forecasting. Finance Research Letters, Vol. 11, Issue 4, 420-428. DOI: 10.1016/j.frl.2014.07.001 .
- Lubnau/Todorova (2014): The calm after the storm: Implied volatility and future stock index returns. European Journal of Finance, Vol. 21, Issue 15, 1282-1296. DOI: 10.1080/1351847X.2014.935872 .
- Lubnau/Todorova (2014): Technical Trading Revisited: Evidence from the Asian Stock Markets. Corporate Ownership and Control, Vol. 11, Issue 2, 511-532.
- Soucek/Todorova (2014): Realised Volatility Transmission: The Role of Jumps and Leverage Effects. Economics Letters, Vol. 122 (2),111-115.
- Todorova/Worthington/Soucek (2014): Realised Volatility Spillovers in the Non-Ferrous Metal Futures Market. Resources Policy, (39), 21-31.
- Soucek/Todorova (2014): The impact of trading volume, number of trades and overnight returns on forecasting the daily realised range. Economic Modelling, (36), 332-340.
- Soucek/Todorova (2013): Realised Volatility Transmission between Crude Oil and Equity Futures Markets: A Multivariate HAR Approach. Energy Economics (40), 586-597. (Sirca Philip Brown Prize for Best Published Paper 2013)
- Waszczuk (2013): Do Local or Global Risk Factors Explain the Size, Value and Momentum Trading Payoffs on the Warsaw Stock Exchange? Applied Financial Economics, Vol. 23, Issue 19, 1497-1508. .
- Soucek (2013): Crude oil, equity and gold futures open interest co-movements. Energy Economics (40), 306-315.
- Husmann/Todorova (2013): Generalised option betas. Journal of Mathematical Finance, Vol. 3 No. 3, 2013, 347-356.
- Waszczuk (2013): A risk-based explanation of return patterns - evidence from the Polish stock market. Emerging Markets Review, Vol. 15, 2013, 186-210.
- Kruschwitz, Lutz; Husmann, Sven (2012): Financing and Investment, 7th edition, München: Oldenbourg
- Soucek/Todorova (2012): Economic Significance of Oil Price Changes on Russian and Chinese Stock Markets. Applied Financial Economics (23), 561-571.
- Todorova/Husmann (2012): A comparative study of range-based stock return volatility estimators for the German market. The Journal of Futures Markets (32), 560-586.
- Soucek (2012): Oil based trading and european industry sector stocks. International Business & Economics Research Journal (11), 205-216.
- Husmann/Lubnau/Todorova (2012): Market Expectations and Option Prices: Evidence for the DAX 30. International Journal of Economic Perspectives (6), Issue 2, June 2012.
- Todorova (2012): Volatility estimators based on daily price ranges vs. the realised range. Applied Financial Economics (22), 215-229.
- Lubnau/Todorova (2012): Technical trading with open interest: evidence from the German market. Applied Financial Economics (22), 791-809.
- Husmann/Schmidt (2011): The discount rate of IAS 36 – a reply to Kvaal. Accounting in Europe (8), 125-126.
- Soucek (2011): Oil Price Based Trading. Proceedings of the 8th International Conference on Applied Financial Economics, 2011, National and Kapodistrian University of Athens, Greece, Volume A, pp. 241 – 247.
- Husmann/Soucek/Waszczuk (2011): Leverage Adjustment and Cost of Capital. Proceedings of the 8th International Conference on Applied Financial Economics, 2011, National and Kapodistrian University of Athens, Greece, Volume A, pp. 321 - 328.
- Husmann, Sven and Todorova, Neda (2011): CAPM option pricing. Finance Research Letters, 8, 213-219.
- Husmann, Sven and Schmidt, Martin (2011): The discount rate of IAS 36” – a reply toKvaal (AiE 2010, 87 ff.). In: Accounting in Europe 8 (2011), pp. 125-126.