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Many asset pricing theories treat the cross-section of returns volatility and correlations as two intimately related quantities driven by common factors, which hinders achieving a neat definition of a correlation premium. We formulate a model without factors, but with a continuum of securities...
Persistent link: https://www.econbiz.de/10012421289
This paper identifies three common risk factors in the returns on cryptocurrencies, which are related to cryptocurrency market return, market cap (size) and momentum of cryptocurrencies. Using the empirical data of cryptocurrencies, we find strong evidence that there are anomalous returns that...
Persistent link: https://www.econbiz.de/10012871481
Historically, cat bonds have provided high single-digit average annual returns, paired with a low volatility and little correlation to other asset classes. While there is an extensive literature that explains (ex-ante) cat bonds spreads, there is no factor model in the academic literature that...
Persistent link: https://www.econbiz.de/10013216898
Persistent link: https://www.econbiz.de/10012181112
Volatility models of the market portfolio's return are central to financial risk management. Within an equilibrium framework, we introduce an implementation method and study two families of such models. One is deterministic volatility, represented by current popular models. Another is in the...
Persistent link: https://www.econbiz.de/10013036566
We propose a new asset-pricing framework in which all securities' signals are used to predict each individual return. While the literature focuses on each security's own- signal predictability, assuming an equal strength across securities, our framework is flexible and includes...
Persistent link: https://www.econbiz.de/10012271188
We examine how extreme market risks are priced in the cross-section of asset returns at various horizons. Based on the frequency decomposition of covariance between indicator functions, we define the quantile cross-spectral beta of an asset capturing tail-specific as well as horizon-, or...
Persistent link: https://www.econbiz.de/10012009758
We study the problem of detecting structural instability of factor strength in asset pricing models for financial returns. We allow for strong and weaker factors, in which the sum of squared betas grows at a rate equal to and slower than the number of test assets, respectively: this growth rate...
Persistent link: https://www.econbiz.de/10013311483
(CAPM) framework. The dynamic of systematic risk across time and frequency is analyzed to investigate stock risk … different asset allocation. We conclude that the standard CAPM assumes short-run investment. Then, investors should consider … time-frequency CAPM to perform systematic risk analysis and portfolio allocation. …
Persistent link: https://www.econbiz.de/10014289044
We theoretically characterize the behavior of machine learning asset pricing models. We prove that expected out-of-sample model performance—in terms of SDF Sharpe ratio and average pricing errors—is improving in model parameterization (or “complexity”). Our results predict that the best...
Persistent link: https://www.econbiz.de/10014254198