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Do financial markets properly reflect leverage? Unlike Gomes and Schmid (2010) who examine this question with a structural approach (using long-term monthly stock characteristics), my paper examines it with a quasi-experimental approach (using short-term a discrete event). After a firm has...
Persistent link: https://www.econbiz.de/10012456525
information-based model demonstrates that the correlation of beliefs implied by analyst forecasts leads to return correlations … broadly in line with the data, both in levels and across countries - the correlation between predicted and actual is 0.63. Our … findings have implications for market-wide volatility - the model-implied correlations alone can explain 44% of the cross …
Persistent link: https://www.econbiz.de/10012457188
Average idiosyncratic volatility and firm idiosyncratic volatility increase with the number of listed firms. Average … industry idiosyncratic volatility increases with the number of listed firms in the industry. We ex-plain the relation between … idiosyncratic volatility and the number of listed firms through Schumpeterian creative destruction. We show that Schumpeterian …
Persistent link: https://www.econbiz.de/10014576597
predictions of microstructure models. Higher volatility is associated with faster, initially stronger reversals, while lower …
Persistent link: https://www.econbiz.de/10014226114
A war-related factor model derived from textual analysis of media news reports explains the cross section of expected asset returns. Using a semi-supervised topic model to extract discourse topics from 7,000,000 New York Times stories spanning 160 years, the war factor predicts the cross section...
Persistent link: https://www.econbiz.de/10014322736
incorporate information about the covariance structure of returns. By using a high statistical power methodology to forecast …
Persistent link: https://www.econbiz.de/10012453549
We introduce a new, hybrid measure of stock return tail covariance risk, motivated by the under-diversified portfolio … covariance is measured across the left tail states of the individual stock return distribution, not across those of the market … covariance risk (H-TCR) and expected stock returns, with an annualized premium of 9%, in contrast to the insignificant or …
Persistent link: https://www.econbiz.de/10012459202
-of-sample volatility of optimized portfolios from each model. A few factors capture the general covariance structure but adding more …We evaluate the performance of different models for the covariance structure of stock returns, focusing on their use … factors does not improve forecast power. Portfolio optimization helps for risk control, but the different covariance models …
Persistent link: https://www.econbiz.de/10012471761
Causal inference is of central interests in many empirical applications yet often challenging because of the presence of endogenous regressors. The classical approach to the problem requires using instrumental variables that must satisfy the stringent condition of exclusion restriction. At the...
Persistent link: https://www.econbiz.de/10014512085
We develop a novel method for the identification of monetary policy shocks. By applying natural language processing techniques to documents that Federal Reserve staff prepare in advance of policy decisions, we capture the Fed's information set. Using machine learning techniques, we then predict...
Persistent link: https://www.econbiz.de/10014544696