Model for risk and forecasting

Cerrado Publicado hace un año Pagado a la entrega
Cerrado Pagado a la entrega

In this paper, analyse a time series and modelled around several models of the GARCH family, in order to estimate the conditional volatility; also referred to the Realized Volatil- ity and estimated the main models on it (MEM, HAR and RGARCH). Then through the VaR and ES estimations via parametric (GARCH models), non-parametric (Historical Simulation) and semi-parametric (Quantile models) approaches and the relatives backtesting. Lastly, the Model Confidence Set procedure has been implemented to better catch whose model is the best to compute VaR and ES forecasting. Worked in r studio

Estadísticas Análisis estadístico Matemáticas Modelado 3D Análisis de elementos finitos

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