Contribution of each beta coefficient to the model's R2?

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PCA
Posts: 24
Joined: Thu Aug 25, 2011 11:50 am

Contribution of each beta coefficient to the model's R2?

Postby PCA » Wed Sep 21, 2011 11:27 am

Does anyone know of a way to calculate this in EViews?

I am trying to find the individual contribution of each beta coefficient to the overall R2 of the model. In other words, if a model has 4 statistically significant explanatory variables, how much does each one of those contribute to the model as a whole?

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: Contribution of each beta coefficient to the model's R2?

Postby startz » Wed Sep 21, 2011 12:10 pm

This is a good question, but unfortunately it doesn't have a unique answer unless the right hand side variables are uncorrelated.

PCA
Posts: 24
Joined: Thu Aug 25, 2011 11:50 am

Re: Contribution of each beta coefficient to the model's R2?

Postby PCA » Wed Sep 21, 2011 12:20 pm

Assuming they aren't correlated, is the only way to figure out their individual contribution to the R2 figure by stepping each variable into the regression one at a time?


Take a peek at the attachment picture - does that seem logical?
Attachments
r2contribution.png
r2contribution.png (48.78 KiB) Viewed 5108 times

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: Contribution of each beta coefficient to the model's R2?

Postby startz » Wed Sep 21, 2011 1:05 pm

If they're uncorrelated--which is unusual--you can just run separate regressions on each explanatory variable and use the R^2 from each.

PCA
Posts: 24
Joined: Thu Aug 25, 2011 11:50 am

Re: Contribution of each beta coefficient to the model's R2?

Postby PCA » Thu Sep 22, 2011 12:32 pm

Does EViews calculate the partial sum of squares or sequential sum of squares for variables?


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