Showing 1 - 10 of 2,288
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
higher than justified by investors' own subsequent short-term return expectations. This excess volatility in forward … expectations helps account for excess volatility in prices, inelastic demand for equities, and stylized facts about the equity term …
Persistent link: https://www.econbiz.de/10014372444
We document that value-to-price, the ratio of Residual-Income-Model-based valuation to market price, subsumes the power of book-to-market ratio and many other value or quality measures in predicting stock returns. Long-short value-to-price portfolios hedge against momentum, revitalize the...
Persistent link: https://www.econbiz.de/10014226164
feature higher risk free rates, lower risk premiums on fully diversified and concentrated assets, less capital accumulation …, yet higher consumption and welfare. Exposure to undiversified firm risk can explain approximately 40% of the level and 20 …% of the volatility of the equity premium. A targeted subsidy that decreases diversification improves welfare by increasing …
Persistent link: https://www.econbiz.de/10014250139
macroeconomic states. Data-driven P-Tree models reveal that idiosyncratic volatility and earnings-to-price ratio interact to drive … cross-sectional return variations in U.S. equities; market volatility and inflation constitute the most critical regime … pricing individual stocks and test portfolios, while delivering transparent trading strategies and risk-adjusted investment …
Persistent link: https://www.econbiz.de/10013477297
Portfolio optimization focuses on risk and return prediction, yet implementation costs critically matter. Predicting …
Persistent link: https://www.econbiz.de/10015094879
Cross-sectional forecasts of conservative and optimistic biases in analyst earnings estimates predict a stock's future returns, especially for firms that are hard to value. Trading strategies--whether based on the component of analyst bias that is correlated with major return anomalies or the...
Persistent link: https://www.econbiz.de/10014248012
We propose a unified theory of asset price determination encompassing both "conventional" and "alternative" asset classes (private equity, real estate, etc.). The model features disruption of old by young firms and skewness in the distribution of innovative rents among the young innovators. The...
Persistent link: https://www.econbiz.de/10014512038
We build a model of the law of small numbers (LSN)--the incorrect belief that even small samples represent the properties of the underlying population--to study its implications for trading behavior and asset prices. In our model, a belief in the LSN induces investors to expect short-term price...
Persistent link: https://www.econbiz.de/10014544796
climate risk beliefs. We exploit two types of idiosyncratic belief shocks: (i) instances when fund advisers experience local … hedge portfolios for aggregate unemployment and house price risk …
Persistent link: https://www.econbiz.de/10013477195