F-Statistic in 2SLS

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F-Statistic in 2SLS

Postby tgmoe on Wed Dec 07, 2011 4:10 pm

The 2SLS output provides the F-Statistic, is this the same as the first-stage f-statistic reported in Stata? They are providing different results, should this be the case? If so, can someone explain why? Thanks
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Re: F-Statistic in 2SLS

Postby startz on Wed Dec 07, 2011 4:37 pm

It is not the first-stage F. It's the F-statistic for the hypothesis that all the coefficients except the intercept equal zero.
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Re: F-Statistic in 2SLS

Postby EViews Glenn on Wed Dec 07, 2011 4:39 pm

The EViews 2SLS output produces the F-statistic for the significance of the regressors in the 2SLS specification, not for the first-stage. Bearing in mind that I am not certain what Stata is doing, if they are producing an F-statistic based on the first stage, it would presumably be quite different.

I just noticed that Startz posted a reply to your original question. Coincidentally, I was going to provide you with a reference:

Startz, Richard, "Computation of Linear Hypothesis Tests for Two-Stage Least Squares," Economics Letters 11, 1983, pp. 129-131.
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Re: F-Statistic in 2SLS

Postby tgmoe on Wed Dec 07, 2011 5:09 pm

Alright great, thanks.
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