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Econometric issues in the estimation of persistence in macroeconomic time series are considered. In particular, the … that ARFIMA models are inappropriate for the purpose of estimating persistence. Furthermore, some of the criticism leveled …. Methodological issues arising in the estimation of ARMA models that are relevant to estimation of persistence are discussed. It is …
Persistent link: https://www.econbiz.de/10014193102
This paper examines the persistence in stock return series based on the stock price index for six countries. The order … of fractional differencing is estimated using approximate maximum likelihood method. Persistence of each series is … show no significant persistence. Eighty percent of the effect of the shock on the value of the series disappears after two …
Persistent link: https://www.econbiz.de/10010757701
This paper examines the persistence in stock return series based on the stock price index for six countries. The order … of fractional differencing is estimated using approximate maximum likelihood method. Persistence of each series is … show no significant persistence. Eighty percent of the effect of the shock on the value of the series disappears after two …
Persistent link: https://www.econbiz.de/10010764153
Persistent link: https://www.econbiz.de/10014253294
series of 1, 200 to 4, 400 daily price observations. Apart from persistence, heteroskedasticity and extreme observations in …
Persistent link: https://www.econbiz.de/10011346471
We consider maximum likelihood estimation of a particular noninvertible ARMA model with autoregressive conditionally heteroskedastic (ARCH) errors. The model can be seen as an extension to so-called all-pass models in that it allows for autocorrelation and for more fl exible forms of conditional...
Persistent link: https://www.econbiz.de/10009621934
We propose moving average threshold heterogeneous autoregressive (MAT-HAR) models as a novel combination of heterogeneous autoregression (HAR) and threshold autoregression (TAR). The MAT-HAR has multiple groups of lags of a target series, and a threshold term can appear in each group. The...
Persistent link: https://www.econbiz.de/10012848474
A new mixture autoregressive model based on Student's t-distribution is proposed. A key feature of our model is that the conditional t-distributions of the component models are based on autoregressions that have multivariate t-distributions as their (low-dimensional) stationary distributions....
Persistent link: https://www.econbiz.de/10012919489
This chapter presents a unified set of estimation methods for fitting a rich array of models describing dynamic relationships within a longitudinal data setting. The discussion surveys approaches for characterizing the micro dynamics of continuous dependent variables both over time and across...
Persistent link: https://www.econbiz.de/10014024953
This paper introduces a new class of long memory model for volatility of stock returns, and applies the model on squared returns for BRICS (Brazil, Russia, India, China, and South Africa) countries. The conditional first- and second-order moments are provided. The CLS, FGLS and QML estimators...
Persistent link: https://www.econbiz.de/10013017294