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The paper studies the impact of the sampling frequency on the volatility of financial time series. We suggest to model … the dependence of volatility on sampling frequency via delay equations for the underlying prices. It appears that these … equations allow to model the price processes with volatility that increases when the sampling rates increase. In addition, these …
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The aim of this work was to test how returns are distributed across multiple asset classes, markets and sampling …. Finally, we show how sampling and distribution of returns are strictly connected. This is of great importance as, for example …
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Stochastic Volatility (SV), along with Mixed Data Sampling (MIDAS) regressions, which enable us to incorporate the impacts of …
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In this paper, we analysed the heavy-tailed behaviour in the dynamics of housing-price returns in the United States. We investigated the sources of heavy tails by estimating autoregressive models in which innovations can be subject to GARCH effects and/or non-Gaussianity. Using monthly data from...
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