Feasible GLS biased??

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strypste
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Joined: Tue Jan 24, 2012 8:54 am

Feasible GLS biased??

Postby strypste » Thu Jan 23, 2014 10:25 am

Hi

In textbook of wooldridge "Introductory Econometrics A modern approach", I read that Feasible GLS is biased because we have to estimate the variance (the "h" function) using the same data as the mean model. I do not see why fGLS is biased because of that. Any thoughts???

Help is much appreciated!
S

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

Re: Feasible GLS biased??

Postby startz » Thu Jan 23, 2014 11:57 am

One simple explanation is that the estimated weights are themselves random variables. As a result the usual proofs of unbiasedness don't go through. However, feasible GLS is generally consistent.


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