Time-Varying Garch Models Through a State-Space Representation


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Documentation for package ‘tvGarchKF’ version 1.0.0

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auto.tvGarchKF Automatic selection of tuning parameters for non-parametric tv-GARCH estimation
fitted-method Fitted method.
indipsa Selective Stock Price Index
nobs-method Number of Observations
plot-method Plot method for 'tvGarchKF', 'tvGarchKFNonParam' and 'tvGarchKFNonParam_Fit' objects.
predict-method Forecast conditional volatility from a tv-GARCH model.
residuals-method Residuals method.
summary-method Summary method.
tvGarchKalmanFit Estimate a tv-GARCH(1,1) by using the Kalman Filter.
tvGarchKalmanLoglike Models tv-Garch Filter Kalman LogLikehood.
tvGarchKalmanPrint Models tv-Garch Filter Kalman print outputs.
tvGarchKF-class Clase tvGarchKF
tvGarchKFNonParam-class Clase tvGarchKFNonParam
tvGarchKFNonParam_Fit-class Clase tvGarchKFNonParam
tvGarchNonParamFit EStimate tv-GARCH(1,1) parameter curves using non-parametric smoothing methods.
tvGarchNonParamKF Kalman Filter estimation with non-parametric tv-GARCH parameters.
tvGarch_Sim Generating Simulations using a tv-Garch Model
tvParameter Estimate the local structure of tv-GARCH(1,1) parameters.
vcov-method Vcov method.