Showing 1 - 10 of 2,530
We combine machine learning algorithms (ML) with textual analysis techniques to forecast bank stock returns. Our textual features are derived from press releases of the Federal Open Market Committee (FOMC). We show that ML models produce more accurate out-of-sample predictions than OLS...
Persistent link: https://www.econbiz.de/10015214576
An alternative derivation of the yield curve based on entropy or the loss of information as it is communicated through time is introduced. Given this focus on entropy growth in communication the Shannon entropy will be utilized. Additionally, Shannon entropy’s close relationship to the...
Persistent link: https://www.econbiz.de/10015256611
The theory of fair geometric returns, F theory for short, rejects the generally accepted notion that volatility is the risk of risky assets. Instead, it claims that capital market volatility, in turn, constitutes the maximum achievable geometric return. In order to get to the point, F theory, in...
Persistent link: https://www.econbiz.de/10015260519
We propose a simple algorithm for the ex-ante valuation based on prospect theory. Our results reveal a strong and robust pricing effect associated with predicted values based on prospect theory (PV) in the US market, that is, higher ex-ante PV stocks associated with higher returns. Our findings...
Persistent link: https://www.econbiz.de/10015269514
The monetary unit assumption of financial accounting assumes a stable currency (i.e., constant purchasing power over time). Yet, even during periods of low inflation or deflation, nominal financial statements violate this assumption. I posit that, while the effects of inflation are not...
Persistent link: https://www.econbiz.de/10015240617
Considering the hypothesis of opposite strategy or overreaction in stock prices, this research deals with this type of the market’s anomaly through an econometric analysis, which aims to get more explanatory model of the overreaction in the Brazilian capital market. The procedure was to...
Persistent link: https://www.econbiz.de/10015237691
The paper investigates the issue of behaviour of stock returns in India. A non-parametric variance ratio test is used to examine the issue. Largely the results indicate non-random walk behaviour of Indian stock market. However, the sub-sample analysis of stock returns based on structural breaks...
Persistent link: https://www.econbiz.de/10015238036
The condensed research article presents some innovative research results on the venture capital optimal investment portfolio strategies selection in the diffusion-type financial systems in the imperfect highly volatile global capital markets with the incomplete information, which are...
Persistent link: https://www.econbiz.de/10015239836
The condensed research article presents some innovative research results on the venture capital optimal investment portfolio strategies selection in the diffusion-type financial systems in the imperfect highly volatile global capital markets with the incomplete information, which are...
Persistent link: https://www.econbiz.de/10015239923
To identify how blockchain technology affects current and future research, we carried out a bibliometric overview of the journal articles written on the blockchain. We aimed to answer some of the questions to visualize the trend of the publications regarding the advancement of blockchain...
Persistent link: https://www.econbiz.de/10015254639