[R] poisson regression with robust error variance ('eyestudy
(Ted Harding)
Ted.Harding at manchester.ac.uk
Thu May 8 15:38:40 CEST 2008
The below is an old thread:
On 02-Jun-04 10:52:29, Lutz Ph. Breitling wrote:
> Dear all,
>
> i am trying to redo the 'eyestudy' analysis presented on the site
> http://www.ats.ucla.edu/stat/stata/faq/relative_risk.htm
> with R (1.9.0), with special interest in the section on "relative
> risk estimation by poisson regression with robust error variance".
>
> so i guess rlm is the function to use. but what is its equivalent
> to the glm's argument "family" to indicate 'poisson'? or am i
> somehow totally wrong and this is not applicable here?
>
> thx a lot-
> lutz
> =============================
> Lutz Ph. Breitling, CMd
> Unité des Recherches Médicale
> Hôpital Albert Schweitzer
> B.P. 118 Lambaréné (GABON)
It seems it may have led to a solution. However, I have tried
to trace through the thread in the R-help archives, and have
failed to find anything which lays out how a solution can be
formulated.[*]
I'm interested in the same question. Basically, if I fit a GLM
to Y=0/1 response data, to obtain relative risks, as in
GLM <- glm(Y ~ A + B + X + Z, family=poisson(link=log))
I can get the estimated RRs from
RRs <- exp(summary(GLM)$coef[,1])
but do not see how to implement confidence intervals based
on "robust error variances" using the output in GLM.
If there was a solution arrived at, can someone spell it
out for me, please?
With thanks,
Ted.
[*] PS: I did the "R Site Help and Archive Search" on "eyestudy",
and got 18 hits, of which 6 were postings on that thread.
However, despite the fact that I requested the results to be
sorted "by date, earliest on top", they seem to come out
in somewhat random order:
Sat Jun 5 14:47:26 2004 (Frank E. Harrell)
Wed Jun 9 13:06:04 2004 (Lutz Ph. Breitling)
Sat Jun 5 13:51:45 2004 (Lutz Ph. Breitling)
Wed Jun 2 18:24:54 2004 (Frank E. Harrell)
Wed Jun 2 12:44:45 2004 (Lutz Ph. Breitling) [the initial posting]
Wed Jun 2 16:36:43 2004 (Thomas Lumley)
This made it difficult to follow the thread, and indeed I wonder
if all the postings have been found. Does Namazu have problems
in this respect? (And, if I click on "How to search", I get the
response "You don't have permission to access /namazu.html on this
server.")
And, if I click on "Contemporary messages sorted: ... by thread"
I get the response:
"The requested URL /R/Rhelp02a/archive/index.html was not found
on this server."
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E-Mail: (Ted Harding) <Ted.Harding at manchester.ac.uk>
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Date: 08-May-08 Time: 14:38:36
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