ARCH estimation error

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Nandez
Posts: 3
Joined: Wed Apr 20, 2016 6:14 am

ARCH estimation error

Postby Nandez » Wed Apr 20, 2016 6:36 am

Hi.

I'm working on an exercise where I have to obtain daily prices for the Norwegian and the US stock market indicies for the last 20 years. I used datastream to collect the numbers. For the Norwegian market I used OSEBX and SP500 for the US market.

One question that I have to answer is: Formally test for ARCH effects in the log returns series. Before I move on I must say that I only had estimation problem when testing for ARCH effects for SP500. The error msg I got: MA estimation requires a continuous sample.

My input when estimating equation: logrsp500 c ar(1) ma(1) (see workfile attahced)

logrsp500 = log return on sp500 data collected

Did the same procedure for my osebx data and I hade no problem with that.

eviews version: Std. edition jan 7 2010 build.

Thanks!
Attachments
sp500.wf1
workfile
(136.17 KiB) Downloaded 454 times

startz
Non-normality and collinearity are NOT problems!
Posts: 3797
Joined: Wed Sep 17, 2008 2:25 pm

Re: ARCH estimation error

Postby startz » Wed Apr 20, 2016 6:48 am

You NAs in your sample. Hence it's not continuous.

Nandez
Posts: 3
Joined: Wed Apr 20, 2016 6:14 am

Re: ARCH estimation error

Postby Nandez » Wed Apr 20, 2016 6:54 am

So do I need to collect new data and try or can I do sometthing to my existing data ?

Also look at my osebx workfile I see that i have NAs in the sample too, but no error when estimating my ARCH equation.
Attachments
osebx.wf1
osebxworkfile
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trubador
Did you use forum search?
Posts: 1520
Joined: Thu Nov 20, 2008 12:04 pm

Re: ARCH estimation error

Postby trubador » Thu Apr 21, 2016 6:09 am

Missing values lead to a problem when they are scattered within the sample and hence resulting in discontinuity. EViews can handle them if they are only at the very beginning/end of the sample. If you like, you can get rid of missing values in your first data set as follows:

Code: Select all

pagecontract if sp500<>NA
If you are going to work on return series, make sure you transform the data first and use it for contraction:

Code: Select all

series ret = dlog(sp500) pagecontract if ret<>NA

Nandez
Posts: 3
Joined: Wed Apr 20, 2016 6:14 am

Re: ARCH estimation error

Postby Nandez » Thu Apr 21, 2016 11:19 pm

Missing values lead to a problem when they are scattered within the sample and hence resulting in discontinuity. EViews can handle them if they are only at the very beginning/end of the sample. If you like, you can get rid of missing values in your first data set as follows:

Code: Select all

pagecontract if sp500<>NA
If you are going to work on return series, make sure you transform the data first and use it for contraction:

Code: Select all

series ret = dlog(sp500) pagecontract if ret<>NA
Thanks trubador, it worked now! :)


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