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Machine learning techniques have gained enormously in popularity in recent years, but so far only to a very limited extent in fixed income research. In this paper we therefore like to do some pioneering work and apply Boosted Regression Trees to Equity Momentum in the corporate bond market. We...
Persistent link: https://www.econbiz.de/10012826311
In this article, we advance the use of factor investing across multiple asset classes. It turns out that style factors well established in the equity domain – such as value, momentum or quality – do extend to other asset classes as well. Even more so, multi-asset multi-factors significantly...
Persistent link: https://www.econbiz.de/10012946133
The literature on cross-sectional stock return predictability has documented over 450 factors. We take the perspective of an institutional investor and navigate this zoo of factors by focusing on the evidence relevant to the practicalities of factor-based investment strategies. Establishing a...
Persistent link: https://www.econbiz.de/10013239925
Naively testing for accruals mispricing in 26 equity markets – one market at a time – we find statistical evidence of anomalous returns in some countries. However, some of these findings might well be spurious because of data snooping biases that arise when simultaneously testing several...
Persistent link: https://www.econbiz.de/10013100625
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In this paper, we find that price and earnings momentum are pervasive features of international equity markets even when controlling for data-snooping biases. For Europe, we show price momentum to be subsumed by earnings momentum on an aggregate level. However, this rationale can hardly be...
Persistent link: https://www.econbiz.de/10013100627
Style factors that are prominent in other asset classes, such as carry, value, momentum, and defensive, do extend to the fixed income domain as well. We investigate factor investing across global government bonds and the use of such rates factors for a multi-asset investor. These rates factors...
Persistent link: https://www.econbiz.de/10012829199
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We propose a practical investment framework for dynamic asset allocation across different economic regimes, which we illustrate using a sample of U.S. data from 1948 to 2007. We identify four regimes in the economic cycle and find that these regimes capture pronounced time-variation in the risk...
Persistent link: https://www.econbiz.de/10013119715