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In this paper we extend the Bayesian Proxy VAR to incorporate time variation in the parameters. A Gibbs sampling algorithm is provided to approximate the posterior distributions of the model's parameters. Using the proposed algorithm, we estimate the time-varying effects of taxation shocks in...
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Despite the growing interest in realized stochastic volatility models, their estimation techniques, such as simulated … maximum likelihood (SML), are computationally intensive. Based on the realized volatility equation, this study demonstrates … quasi-likelihood ratio tests favored the two-factor realized asymmetric stochastic volatility model with the standardized t …
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A class of semiparametric fractional autoregressive GARCH models (SEMIFAR-GARCH), which includes deterministic trends, difference stationarity and stationarity with short-and long-range dependence, and heteroskedastic model errors, is very powerful for modelling financial time series. This paper...
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