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We survey the nascent literature on machine learning in the study of financial markets. We highlight the best examples of what this line of research has to offer and recommend promising directions for future research. This survey is designed for both financial economists interested in grasping...
Persistent link: https://www.econbiz.de/10014322889
We study the economic sources of stock-bond return comovements and its time variation using a dynamic factor model. We … stock and bond return correlations, but that other factors, especially liquidity proxies, play a more important role. The … macro factors are still important in fitting bond return volatility; whereas the "variance premium" is critical in …
Persistent link: https://www.econbiz.de/10012463390
explanation for this puzzle is based on prospect theory. Despite its prominence, this explanation has received little formal … scrutiny. We take up this task, and analyze the trading behavior of investors with prospect theory preferences. We find that …, at least for the simplest implementation of prospect theory, the link between these preferences and the disposition …
Persistent link: https://www.econbiz.de/10012466268
From a macroeconomic perspective, the short-term interest rate is a policy instrument under the direct control of the central bank. From a finance perspective, long rates are risk-adjusted averages of expected future short rates. Thus, as illustrated by much recent research, a joint...
Persistent link: https://www.econbiz.de/10012467596
This paper develops an affine model of the term structure of interest rates in which bond yields are driven by …
Persistent link: https://www.econbiz.de/10012457093
foreign real bonds. Bonds matter: in equilibrium, investors structure their bond portfolio to hedge real exchange rate risk … since relative bond returns are strongly correlated with real exchange rate movements. Equity home bias does not arise from … against other sources of risk, conditionally on bond returns. We estimate the optimal equity and bond portfolios implied by …
Persistent link: https://www.econbiz.de/10012461098
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