Maximum Likelihood Estimate

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joseph
Posts: 7
Joined: Wed Apr 28, 2010 9:05 pm

Maximum Likelihood Estimate

Postby joseph » Wed Apr 28, 2010 9:18 pm

I run LS estimate for Linear Regression but error distibution is not normarlity distribution so i want to use another method to analysis. I think it is Maximum Likelihood Estimate(MLE). How to use MLE for Linear Regession in Eview?

Thanks

EViews Gareth
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Joined: Tue Sep 16, 2008 5:38 pm

Re: Maximum Likelihood Estimate

Postby EViews Gareth » Wed Apr 28, 2010 10:28 pm

You need to use the LogL object. It is pretty well documented in the User Guide.

joseph
Posts: 7
Joined: Wed Apr 28, 2010 9:05 pm

Re: Maximum Likelihood Estimate

Postby joseph » Thu Apr 29, 2010 1:58 am

it is complex, so difficult to understand. :(

samijo
Posts: 36
Joined: Thu Sep 18, 2008 12:15 pm
Location: CO. USA

Re: Maximum Likelihood Estimate

Postby samijo » Thu Apr 29, 2010 5:32 am

Isn't normality of the error is a necessary condition for MLE, I might be wrong, but I guess you meant GMM!

EViews Gareth
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Re: Maximum Likelihood Estimate

Postby EViews Gareth » Thu Apr 29, 2010 7:02 am

No, normality is not required for MLE.

joseph
Posts: 7
Joined: Wed Apr 28, 2010 9:05 pm

Re: Maximum Likelihood Estimate

Postby joseph » Thu Apr 29, 2010 10:23 pm

Thank you!

Because I want to use various methods to analysis, possible to compare results together.

please give me some idea for estimate methods (linear regression), Thank you!

Joseph


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