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MonoLight
Obsidian | Level 7

Hi there.

I'm currently using proc robustreg for my data.

And I found out that it doesn't return or print F-value for it. I only have found that robustreg does p test and R^2 test(which is indirect wald test).

 

Is there any way I can do  wald test or get its result in my robust regression model?

 

Thank you in advance.

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Accepted Solutions
Rick_SAS
SAS Super FREQ

I assume you are talking about the TEST statement?

The TEST statement implements robust versions of the tests you are talking about. The rho test is a robust version of the standard F test and the R^2 test is a robust version of the Wald test. See the documentation page here.

 

The reason the standard F and Wald test is not implemented is that the estimates do not have the same asymptotic distribution as in the least squares model. 

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2 REPLIES 2
Rick_SAS
SAS Super FREQ

I assume you are talking about the TEST statement?

The TEST statement implements robust versions of the tests you are talking about. The rho test is a robust version of the standard F test and the R^2 test is a robust version of the Wald test. See the documentation page here.

 

The reason the standard F and Wald test is not implemented is that the estimates do not have the same asymptotic distribution as in the least squares model. 

MonoLight
Obsidian | Level 7

Thank you as always Rick. I had looked the statement, but I was curious if there is any other way to get F.
But your kind explanation of why F and Wald test is not implemented is quite far enough for me.

 

Thank you!