GARCH(1,1) Volatility Forecast

For technical questions regarding estimation of single equations, systems, VARs, Factor analysis and State Space Models in EViews. General econometric questions and advice should go in the Econometric Discussions forum.

Moderators: EViews Gareth, EViews Moderator

Dickson
Posts: 12
Joined: Tue Dec 30, 2014 8:10 am

GARCH(1,1) Volatility Forecast

Postby Dickson » Tue Dec 30, 2014 8:27 am

Hi, everyone!

I am using the student version of EViews 7 to write a paper, where I need to compare the volatility forecast of a GARCH (1,1) model to the actual volatility. For the purpose I have a sample of hourly returns (stock) for 9 months, I did the model based on the first 6 months (just intraday returns, no squares) and then I forecasted the conditional variance for the next 3 months and got the graph that is attached to the post.

I think it looks OK, but the problem is that the series that gets saved when I do the forecast, doesnt look anything like this. I dont know how to plot this graph against whatever my proxy for volatility in the next 3 months will be (I am thinking of squared intra-day returns, but maybe you guys can point me to something more suting, considering what I've used for my model)

Thank you!
Attachments
variance forecast.png
variance forecast.png (12.64 KiB) Viewed 2820 times

Dickson
Posts: 12
Joined: Tue Dec 30, 2014 8:10 am

Re: GARCH(1,1) Volatility Forecast

Postby Dickson » Tue Dec 30, 2014 8:36 am

Actually I just found out that I should type a name for a series in the optional GARCH field and I get what I wanted. In this case the questions remaining is what proxy for volatility should be compared to the forecast and also I would like to ask whether running the model on intra-day data makes sense, or I need to somehow aggregate it?


Return to “Estimation”

Who is online

Users browsing this forum: No registered users and 2 guests