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This article develops a model that takes into account skewness risk in risk parity portfolios. In this framework, asset returns are viewed as stochastic processes with jumps or random variables generated by a Gaussian mixture distribution. This dual representation allows us to show that skewness...
Persistent link: https://www.econbiz.de/10012986357
The mean-variance optimization (MVO) theory of Markowitz (1952) for portfolio selection is one of the most important methods used in quantitative finance. This portfolio allocation needs two input parameters, the vector of expected returns and the covariance matrix of asset returns. This process...
Persistent link: https://www.econbiz.de/10012994201
Research in hedge fund investing proposes different solutions to build optimal hedge fund portfolios. However, these solutions are direct extensions of the usual meanvariance framework, and still suffer from model risks. More complex approaches start to be used but are related to numerous...
Persistent link: https://www.econbiz.de/10013038104
This paper studies trend filtering methods. These methods are widely used in momentum strategies, which correspond to an investment style based only on the history of past prices. For example, the CTA strategy used by hedge funds is one of the best-known momentum strategies. In this paper, we...
Persistent link: https://www.econbiz.de/10013079599
The ongoing economic crisis has profoundly changed the industry of the asset management, by putting risk management at the heart of most investment processes. This new risk-based investment style does not rely on returns forecasts and is therefore assumed to be more robust. In 2011, it has...
Persistent link: https://www.econbiz.de/10013110298
In this paper, we try to identify the relationship between the ESG scores and stocks' performance and risk measures. Using the ESG database of MSCI, we split the global investment universe into three regions: Europe, North America and Asia-Pacific. The investment universe of each region is...
Persistent link: https://www.econbiz.de/10012860613
The investment management industry has developed such a wide range of trading strategies, that many investors feel lost when they have to choose the investment style that meets their requirements. Comparing these on a like-for-like basis is a difficult task about which much has been written. The...
Persistent link: https://www.econbiz.de/10013050989
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