Need some help with estimation a CCAPM model

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terance
Posts: 5
Joined: Fri Dec 03, 2010 10:19 am

Need some help with estimation a CCAPM model

Postby terance » Fri Dec 03, 2010 10:39 am

Well, I have 10 assets, and though I have 10 equations
sample eq:

c(i1)*(r1*((cons(1)/const)^c(2i))=1

where c(i1) and c(i2) are the parameters, which are to be obtained using General Method of Moments.

The data is provided by this site: http://www.econ.kuleuven.be/gme/ (pricing.wf1)

When I start to estimate this parameters I have the same error: matrix is near to singular. How can I avoid this problem?May be I have to choose another start point to calucalate this parametrs using gmm?

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

Re: Need some help with estimation a CCAPM model

Postby startz » Fri Dec 03, 2010 11:09 am

Yes.

Try starting the parameters at reasonable (and non-zero) values and see what happens.

terance
Posts: 5
Joined: Fri Dec 03, 2010 10:19 am

Re: Need some help with estimation a CCAPM model

Postby terance » Fri Dec 03, 2010 2:01 pm

nothing changed...I've tried 20 diiferent start-points, but none helped me. May be any analytical ideas should help with this problem?

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

Re: Need some help with estimation a CCAPM model

Postby startz » Fri Dec 03, 2010 3:06 pm

As a wild guess only, is there some chance the denominator should be cons rather than const? In other words, do you have consumption growth specified correctly?

terance
Posts: 5
Joined: Fri Dec 03, 2010 10:19 am

Re: Need some help with estimation a CCAPM model

Postby terance » Mon Dec 06, 2010 8:48 am

may be i should use something another, to calculate theese parametres?

terance
Posts: 5
Joined: Fri Dec 03, 2010 10:19 am

Re: Need some help with estimation a CCAPM model

Postby terance » Mon Dec 06, 2010 10:35 am

As a wild guess only, is there some chance the denominator should be cons rather than const? In other words, do you have consumption growth specified correctly?
it is okay with consumption=)

trubador
Did you use forum search?
Posts: 1520
Joined: Thu Nov 20, 2008 12:04 pm

Re: Need some help with estimation a CCAPM model

Postby trubador » Mon Dec 06, 2010 12:55 pm

First of all, I think the consumption data (CONS) is already defined in growth terms, so you do not have to transform it again. Second, please keep in mind that for the GMM estimator to be identified, there must be at least as many instruments as there are parameters in the model.


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