Showing 1 - 10 of 12
Persistent link: https://www.econbiz.de/10009767005
One of the most popular univariate asymmetric conditional volatility models is the exponential GARCH (or EGARCH) specification. In addition to asymmetry, which captures the different effects on conditional volatility of positive and negative effects of equal magnitude, EGARCH can also...
Persistent link: https://www.econbiz.de/10010362978
parameters are not available under general conditions, but only for special cases under highly restrictive and unverifiable …
Persistent link: https://www.econbiz.de/10010384390
The paper derives a Multivariate Asymmetric Long Memory conditional volatility model with Exogenous Variables (X), or the MALMX model, with dynamic conditional correlations, appropriate regularity conditions, and associated asymptotic theory. This enables checking of internal consistency and...
Persistent link: https://www.econbiz.de/10011531101
parameters are not available under general conditions, but only for special cases under highly restrictive and unverifiable …
Persistent link: https://www.econbiz.de/10010477092
In the class of univariate conditional volatility models, the three most popular are the generalized autoregressive conditional heteroskedasticity (GARCH) model of Engle (1982) and Bollerslev (1986), the GJR (or threshold GARCH) model of Glosten, Jagannathan and Runkle (1992), and the...
Persistent link: https://www.econbiz.de/10011688332
This paper addresses heterogeneity in determinants of economic growth in a data-driven way. Instead of defining groups of countries with different growth characteristics a priori, based on, for example, geographical location, we use a finite mixture panel model and endogenous clustering to...
Persistent link: https://www.econbiz.de/10011377062
We propose a new class of observation-driven time-varying parameter models for dynamic volatilities and correlations to handle time series from heavy-tailed distributions. The model adopts generalized autoregressive score dynamics to obtain a time-varying covariance matrix of the multivariate...
Persistent link: https://www.econbiz.de/10011380135
analysis. A Jordan decomposition of Σt is used to obtain independent and identically distributed innovations. A general issue …
Persistent link: https://www.econbiz.de/10011301206
The paper considers various extended asymmetric multivariate conditional volatility models, and derives appropriate regularity conditions and associated asymptotic theory. This enables checking of internal consistency and allows valid statistical inferences to be drawn based on empirical...
Persistent link: https://www.econbiz.de/10011531127