Showing 1 - 10 of 1,441
shocks are driven by a stochastic volatility model. We show that our nonparametric approach improves in terms of tail … stochastic volatility, and the simple random walk. We illustrate the practical relevance of our new approach by tracking the …
Persistent link: https://www.econbiz.de/10014544801
Volatility permeates modern financial theories and decision making processes. As such, accurate measures and good … forecasts of future volatility are critical for the implementation and evaluation of asset pricing theories. In response to this …, a voluminous literature has emerged for modeling the temporal dependencies in financial market volatility at the daily …
Persistent link: https://www.econbiz.de/10012472795
We propose a new tool to filter non-linear dynamic models that does not require the researcher to specify the model fully and can be implemented without solving the model. If two conditions are satisfied, we can use a flexible statistical model and a known measurement equation to back out the...
Persistent link: https://www.econbiz.de/10014635717
This paper studies the predictability of ultra high-frequency stock returns and durations to relevant price, volume and transactions events, using machine learning methods. We find that, contrary to low frequency and long horizon returns, where predictability is rare and inconsistent,...
Persistent link: https://www.econbiz.de/10013362020
strongly predicts higher, more persistent, and less volatile profitability; and higher abnormal stock returns--findings that … uncertainty, lower investor attention, and greater sensitivity of future profitability to InnOrig. This evidence suggests that …
Persistent link: https://www.econbiz.de/10012455249
It is well known that high-frequency asset returns are fat-tailed relative to the Gaussian distribution tails are typically reduced but not eliminated when returns are standardized by volatilities estimated from popular models such as GARCH. We consider two major dollar exchange rates, and we...
Persistent link: https://www.econbiz.de/10012471288
-shifts of heterogeneous durations affect the volatility of dividend news. We estimate tightly parameterized specifications with … likelihood than the classic Campbell and Hentschel (1992) specification, while generating volatility feedback effects 6 to 12 … times larger. We show in an extension that Bayesian learning about stochastic volatility is faster for bad states than good …
Persistent link: https://www.econbiz.de/10012467238
We model the conditional mean and volatility of stock returns as a latent vector autoregressive (VAR) process to study … although the conditional correlation between the mean and volatility is negative, the unconditional correlation is positive due …
Persistent link: https://www.econbiz.de/10012469657
reservations about the impact of foreign speculators on both expected" returns and market volatility. We propose a cross … receipts country funds and other financial instruments, in an extranational market and market volatility in emerging equity … volatility and correlation are less robust." …
Persistent link: https://www.econbiz.de/10012472501
volatility of the Treasury bill market. We demonstrate that differently shaped yield curves can result given different … combinations of volatility and expectations about future spot rates. Moreover, adjusting the forward rate for the volatility …
Persistent link: https://www.econbiz.de/10012475329