Search found 19 matches

by Lyubov
Mon May 30, 2011 7:26 am
Forum: Bug Reports
Topic: GARCH forecasting
Replies: 19
Views: 34515

Re: GARCH forecasting

The problem results from the fact that your garch equation generates negative variances in the forecast period. This is mainly due to change in oil prices, which you use it as an exogenous variable in your variance equation. Although the estimated coefficent value of the "oil" is 0.000767...
by Lyubov
Sun May 29, 2011 4:51 am
Forum: Estimation
Topic: Square root of negative number
Replies: 2
Views: 11217

Square root of negative number

Good Day! I have such problem during forecasting. My model is mean equation: msft_r c nasdaq_r GARCH(1,2), no variance regressors. When I try to do static forecast i get the error "Square root of negative number". Note: this problem is reproduced for some sample periods, and for some other...
by Lyubov
Sun Apr 03, 2011 8:58 am
Forum: Estimation
Topic: How to compute forecast S.E. ?
Replies: 1
Views: 3427

Re: How to compute forecast S.E. ?

And what is matrix X in this formula, how to get it?
by Lyubov
Sun Apr 03, 2011 8:55 am
Forum: Estimation
Topic: How to compute forecast S.E. ?
Replies: 1
Views: 3427

How to compute forecast S.E. ?

Hello! Can anybody help me, please? I want to know, how EViews compute forecast S.E. I found in User Guide following: For a single equation without lagged dependent variables or ARMA terms , the forecast standard errors are computed as: http://savepic.net/934995.jpg But how EViews computes forecast ...
by Lyubov
Sun Apr 03, 2011 8:45 am
Forum: Estimation
Topic: GARCH
Replies: 2
Views: 4582

Re: GARCH

Also you can obtain the conditional variance estimates via Proc/Make GARCH Variance Series.
by Lyubov
Sun Apr 03, 2011 8:44 am
Forum: Estimation
Topic: GARCH
Replies: 2
Views: 4582

Re: GARCH

Does anyone know how to pull the volatility forecast from a GARCH into a table?
Hello!
If you want to save forecast's values of garch, you need to enter some name into the textbox "GARCH(optional)" in dialog window Forecast. EViews will create new series in your workfile after it.
by Lyubov
Sat Apr 02, 2011 5:11 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

And for static forecasting (when we have real values of Y for forecast's period) EViews use epsilon = actual residuals ?
by Lyubov
Fri Apr 01, 2011 11:46 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

As in all AR dynamic forecasting, the conditional mean of the residual, which is zero. This is why dynamic AR forecasts have the original bump from the residual(s) in the presample period, then have effects which die out at the AR rate... As i understand, for forecast's period (for which real value...
by Lyubov
Wed Mar 30, 2011 1:52 pm
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

I think, I understand the situation. For dynamic foresast EViews uses values of forecast S.E. as epsilon in equation for variance. So, we can do forecast for many steps, even if we don't have real values of y for forecast's period. For static forecast it uses series RESID (= real y - forecast y) as...
by Lyubov
Tue Mar 29, 2011 10:58 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

I think, I understand the situation. For dynamic foresast EViews uses values of forecast S.E. as epsilon in equation for variance. So, we can do forecast for many steps, even if we don't have real values of y for forecast's period. For static forecast it uses series RESID (= real y - forecast y) as ...
by Lyubov
Tue Mar 29, 2011 8:59 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

And if i don't have real values of y to 2009-2010, i see N/A in series GARCH from 2009 to 2010 (i make it such way: Proc / Make GARCH variance series). But i have graph of forecast of variance from 2009 to 2010 (like (4)). What is it? How EViews can do this graph, if GARCH series is N/A to forecast ...
by Lyubov
Tue Mar 29, 2011 8:25 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

It's the residuals. EViews stores the values into "resid" variable in your workfile after each estimation... Thanks yot very much! As i understand, RESID = real y - forecast y. So, If we don't have real values for forecast's period, - we can't compute forecast of variance on this forecast...
by Lyubov
Tue Mar 29, 2011 7:55 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

It's the residuals. EViews stores the values into "resid" variable in your workfile after each estimation... Thanks yot very much! As i understand, RESID = real y - forecast y. So, If we don't have real values for forecast's period, - we can't compute forecast of variance on this forecast...
by Lyubov
Tue Mar 29, 2011 4:36 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

It will be same as variance_0. You will use this value for all the presample variances and squared residuals: variance_-1 = variance_-2 = ... = resid^2_0 = resid^2_-1 = resid^2_-2 =... = variance_0 Thanks for you help, trubador. And, i hope, the last question )) I'm not sure, that i understand one ...
by Lyubov
Tue Mar 29, 2011 12:54 am
Forum: Estimation
Topic: Forecast of variance by GARCH model
Replies: 20
Views: 26560

Re: Forecast of variance by GARCH model

Again, the issue here is not related to EViews. Your equations are correct and the produced results look allright. EViews seems to be doing what it is supposed to be doing. You can obtain the conditional variance estimates via Proc/Make GARCH Variance Series . Also, you can generate (static/dynamic...

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