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3 votes
0 answers
54 views

What are some sound multivariate GARCH models with proven mathematical/statistical properties?

Some popular multivariate GARCH models such as BEKK and DCC have been criticized for the nonexistence of the corresponding stochastic processes and (if I interpret that correctly) the following ...
Richard Hardy's user avatar
2 votes
1 answer
4k views

Standardized residuals GARCH models

Lets say I have a GARCH(1,1) model, First, I model the conditional MEAN, $$Y_t=\delta+\beta Y_{t-1}+\varepsilon_t$$ NextI gather the residuals $\varepsilon_t$ and model the conditional variance, ...
Francis Origi's user avatar
1 vote
1 answer
168 views

GARCH volatility modelling with external variables using R packages [closed]

I want to model stocks' volatility with GARCH based models, with external variables. Until now, I found RUGARCH package fot that purpose. However, I wonder is there any other packages for GARCH ...
oercim's user avatar
  • 699
5 votes
2 answers
6k views

On forecasting, the mean squared error and realized volatility

Say one has finished estimating a correctly specified GARCH(1,1) on a daily time series and now wants to evaluate the accuracy of the one step ahead forecasts what steps or tests could one do? I ...
Monolite's user avatar
  • 1,465