Interconnectedness risk and active portfolio management: the information-theoretic perspective

E Baitinger, J Papenbrock - Available at SSRN 2909839, 2017 - papers.ssrn.com
Today's asset management academia and practice is dominated by mean-variance thinking.
In consequence, this leads to the quantification of the dependence structure of asset returns …

The better turbulence index? Forecasting adverse financial markets regimes with persistent homology

E Baitinger, S Flegel - Financial Markets and Portfolio Management, 2021 - Springer
Persistent homology is the workhorse of modern topological data analysis, which in recent
years becomes increasingly powerful due to methodological and computing power advances. …

[HTML][HTML] Interconnectedness risk and active portfolio management

E Baitinger, J Papenbrock - Journal of Investment Strategies, 2017 - risk.net
Interconnectedness is an alternative risk concept that has so far received little attention in
academia and the asset management industry. We show that this neglect is unjustified, as …

Extending the risk parity approach to higher moments: Is there any value added?

E Baitinger, A Dragosch… - Journal of Portfolio …, 2017 - search.proquest.com
The popular risk parity approach is based on volatility as the sole risk measure and therefore
lacks the consideration of tail risk. This fact makes risk parity portfolios vulnerable to tail …

Forecasting asset returns with network‐based metrics: A statistical and economic analysis

E Baitinger - Journal of Forecasting, 2021 - Wiley Online Library
One of the main challenges facing researchers and industry professionals for decades is
the successful prediction of asset returns. This paper enriches this endeavor by applying …

The (Mis) Behavior of Hedge Fund Strategies: A Network-Based Analysis

E Baitinger, T Maier - The Journal of Alternative Investments, 2019 - pm-research.com
Financial markets can be considered venues where numerous heterogeneous participants
interact with each other. As such, financial markets easily qualify as complex systems that …

Network-Based Financial Forecasting: A Statistical and Economic Analysis

E Baitinger - Available at SSRN 3370098, 2019 - papers.ssrn.com
One of the main challenges facing researchers and industry professionals for decades is
the successful prediction of asset returns. This paper enriches this endeavor by an in-depth …

New concepts in financial forecasting: Network-based information, topological data analysis and their combination

E Baitinger, S Flegel - … and their Combination (November 12, 2021), 2021 - papers.ssrn.com
This paper introduces novel financial predictors that are derived from the interaction profile
of financial markets. These predictors utilize network-based and topological information. …

Simplicity versus Complexity: A Comparative Analysis of HMM and HSMM for Regime-Based Asset Allocation

E Baitinger, L Hoch - Available at SSRN 4796238, 2024 - papers.ssrn.com
Regime-based modeling of financial markets typically relies on simpler Hidden Markov
Models (HMM), while the more complex Hidden Semi-Markov Models (HSMM) are …

A wholistic approach to diversification management: The diversification delta strategy applied to non-normal return distributions

E Baitinger, I Kutsarov, T Maier… - Credit and Capital …, 2015 - elibrary.duncker-humblot.com
Ein ganzheitlicher Ansatz für das Diversifikationsmanagement: Die Diversifikationsdelta-Strategie
angewandt auf nicht-normale Renditeverteilungen In der vorliegenden Studie …