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We find out-of-sample predictability of commodity futures excess returns using forecast combinations of 28 potential … predictability is countercyclical, and the combination forecasts of commodity returns have significantly positive predictive power …
Persistent link: https://www.econbiz.de/10012418356
. While the literature focuses on each security's own- signal predictability, assuming an equal strength across securities …, our framework is flexible and includes cross-predictability—leading to three main results. First, we derive the optimal …
Persistent link: https://www.econbiz.de/10012271188
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
We investigate if unemployment fluctuations generate predictability in the cross-section of currency excess returns. To … assess the predictability exerted by unemployment fluctuations, we sort currencies according to past growth in the …
Persistent link: https://www.econbiz.de/10015408806
This paper disentangles the added value of using high-frequency-based (realized) covariance measures on multivariate volatility forecasting into two pillars: the realized variances and realized correlations and quantifies the corresponding economic gains using a broad set of portfolio...
Persistent link: https://www.econbiz.de/10015064180
predictability hypothesis, suggesting that time-aggregation of dividends eliminates significant information …
Persistent link: https://www.econbiz.de/10013006710
The study tests whether realised moments of stock returns (mean, variance, skewness and kurtosis) computed from daily returns over the last month, quarter and year can predict the 1-month cross-sectional stock returns of 40 US-traded liquid stocks in the period 1986-2019. The performed...
Persistent link: https://www.econbiz.de/10012201999
This paper proposes a risk-based explanation of the momentum anomaly on equity markets. Regressing the momentum … the USA from 1963 to 2012 reduces the momentum effect from a highly statistically significant 11.94% to an insignificant 1 ….84%. We find additional supportive out-of sample evidence for our risk-based momentum explanation in a sample of 23 …
Persistent link: https://www.econbiz.de/10011906204
Beyond their importance from the regulatory policy point of view, Value-at-Risk (VaR) and Expected Shortfall (ES) play an important role in risk management, portfolio allocation, capital level requirements, trading systems, and hedging strategies. Unfortunately, due to the curse of...
Persistent link: https://www.econbiz.de/10013242339
We compare the performance of time-series (TS) and cross-sectional (CS) strategies based on past returns. While CS strategies are zero-net investment long/short strategies, TS strategies take on a time-varying net-long investment in risky assets. For individual stocks, the difference between the...
Persistent link: https://www.econbiz.de/10011296939