Principal Component Regression

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mwu888
Posts: 25
Joined: Sat Jul 09, 2011 5:49 pm

Principal Component Regression

Postby mwu888 » Tue Dec 06, 2011 8:09 pm

Hi EviewGareth:

Can Eviews perform principal component regression? I don't see this as an option in the drop down when creating an Equation object.

EViews Glenn
EViews Developer
Posts: 2672
Joined: Wed Oct 15, 2008 9:17 am

Re: Principal Component Regression

Postby EViews Glenn » Wed Dec 07, 2011 11:06 am

Not in one step. You can, however, use the principal components tools off of a group of regressors to create components which you then use in a regression.

mwu888
Posts: 25
Joined: Sat Jul 09, 2011 5:49 pm

Re: Principal Component Regression

Postby mwu888 » Thu Dec 08, 2011 12:19 pm

EviewGlenn:

Do you have any examples or illustrations that can be shared with me? I just want to make sure what I am doing is correct--to be on the safe side.

EViews Glenn
EViews Developer
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Joined: Wed Oct 15, 2008 9:17 am

Re: Principal Component Regression

Postby EViews Glenn » Thu Dec 08, 2011 2:24 pm

Unfortunately, I don't.

There are, however, examples in the manual for generating principal components from a group of series. That's really all you need. Once you have that, the rest is regression...

I'm sure you can find an example on the web and replicate it using EViews...

mwu888
Posts: 25
Joined: Sat Jul 09, 2011 5:49 pm

Re: Principal Component Regression

Postby mwu888 » Tue Dec 20, 2011 6:42 pm

EviewsGlenn:

What is the command line for copying the eigenvectors from the Principal Component Analysis table into a matrix as a column vector? Thank you.

EViews Gareth
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Re: Principal Component Regression

Postby EViews Gareth » Wed Dec 21, 2011 10:15 am

You probably want to use the makepcomp proc from a group. It is listed in the Group section of the Object Reference.
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