Here is an equivalent of Proc Genmod in R . If the SAS language code is as below- PROC GENMOD DATA=X; CLASS FLH; MODEL BS/OCCUPANCY = distcrop distfor flh distcrop*flh /D=B LINK=LOGIT TYPE3; RUN; Then the R language equivalent would be : glm(bs/occupancy ~ distcrop*flh+distcrop, […]
Here is an equivalent of Proc Genmod in R .
If the SAS language code is as below-
PROC GENMOD DATA=X;
CLASS FLH;
MODEL BS/OCCUPANCY = distcrop distfor flh distcrop*flh /D=B LINK=LOGIT
TYPE3; RUN;
Then the R language equivalent would be :
glm(bs/occupancy ~ distcrop*flh+distcrop,
family=binomial(logit), weights=occupancy)
where flh needs to be a factor
Credit to Peter Dalgaard from the R-Help List
Peter is also author of the splendid standard R book–
Speaking of books – Here is one R book I am looking /waiting for –
A similar named free document ( Introduction to statistical modelling in R by P.M.E.Altham, Statistical Laboratory, University of Cambridge) is available here –
http://www.statslab.cam.ac.uk/~pat/redwsheets.pdf
It is a pretty nice reference document if Modelling is what you do, and R is what you need to explore.It was dated 5 February 2009, so its quite updated and new.You can also check Dr Altham’s home page for a lot of R resources.