thanks a lot, it works

On Thu, Jul 5, 2012 at 11:40 AM, Thomas Lumley-2 [via R] <
ml-node+s789695n4635453...@n4.nabble.com> wrote:

> On Thu, Jul 5, 2012 at 11:40 AM, jacquesliu <[hidden 
> email]<http://user/SendEmail.jtp?type=node&node=4635453&i=0>>
> wrote:
>
> > I was asked to do a WLS estimation, so I thought of lm() with weights
> like
> > wls=lm(Y~X-1,weight=INC)
> >
> > however, it gives different result as below code, which use the formula
> of
> > WLS
> > y<-Y*INC^-0.5
> > x<-X*INC^-0.5
> > wls=lm(y~x-1)
> >
> > Can anybody explain to me why the first code can not give the right
> answer?
>
> The two examples are using the opposite weights.  To replicate the
> answer from the second approach with lm, use weight=INC^-1
>
> In lm(), observations with high weights have more, um, weight. They
> influence the results more than observations with low weight.  Your
> code does the opposite.
>
>    -thomas
> --
> Thomas Lumley
> Professor of Biostatistics
> University of Auckland
>
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-- 
Liu,Jacques


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