Showing 1 - 10 of 156
This article presents a non-Markovian regime switching model in which the regime states depend on the sign of an autoregressive latent variable. The magnitude of the latent variable indexes the `strength' of the state or how deeply the system is embedded in the current regime. The autoregressive...
Persistent link: https://www.econbiz.de/10005130220
This article presents a non-Markovian regime switching model in which the regime states depend on the sign of an autoregressive latent variable. The magnitude of the latent variable indexes the `strength' of the state or how deeply the system is embedded in the current regime. The autoregressive...
Persistent link: https://www.econbiz.de/10005328913
The properties and applications of the normal log-normal (NLN) mixture are considered. The moment of the NLN mixture is shown to be finite for any positive order. The expectations of exponential functions of a NLN mixture variable are also investigated. The kurtosis and skewness of the NLN...
Persistent link: https://www.econbiz.de/10005063629
Filtering techniques are often applied to the estimation of dynamic latent variable models. However, these techniques … empirical performance of this algorithm is considered within the context of the stochastic volatility model. It is found that … the proposed algorithm outperforms a number of accepted procedures in terms of volatility forecasti …
Persistent link: https://www.econbiz.de/10005702536
significant in volatility as opposed to expected returns. This paper seeks an explanation for this empirical finding by … volatility model, in which the conditional daily volatility is measured in calendar time from open-to-close of the market, and … over weekends and especially holidays is a predictor of subsequent daily volatility. The SV parameters are estimated by …
Persistent link: https://www.econbiz.de/10005702592
The stochastic volatility (SV) models had not been popular as the ARCH (autoregressive conditional heteroskedasticity …) approximates the marginal likelihood of the observable process by simulating the latent volatility conditional on the available … information. Shephard and Pitt (1997) gave an idea of evaluating likelihood by exploiting sampled volatility. Durbin and Koopman …
Persistent link: https://www.econbiz.de/10005702767
is shown that the nonstationarity of volatility in the regression errors may induce spuriousness of the underlying … nonstationary volatility is present in the errors. Mild nonstationary volatilities do not render the underlying regression spurious … invalid. In the paper, we develop an unbiased and efficient method of estimation and a chi-square test applicable for the …
Persistent link: https://www.econbiz.de/10005086429
This paper investigates the effect of exchange rate volatility on US-UK bilateral trade flows. As part of econometric …
Persistent link: https://www.econbiz.de/10005063661
Previous analytical models focused on the effects of the real exchange rate (RER) and the RER volatility on Chinese … dollar because the negative impacts of the revaluation, and its accompanying effects on the RER volatility, if any, on the …
Persistent link: https://www.econbiz.de/10005342171
When univariate methods are applied to real exchange rates, point estimates of autoregressive coefficients typically imply very slow rates of mean reversion. Rogoff (1996) discusses that the remarkable consensus of 3-5 year half-lives of purchasing power parity (PPP) deviations is found among...
Persistent link: https://www.econbiz.de/10005086417