[R] What is "assign" attribute?
rkevinburton at charter.net
rkevinburton at charter.net
Thu Mar 4 15:41:54 CET 2010
I am sorry I still don't understand.
In the example you give the 'assign' vecotr is a vector of length 6 and there are indeed 6 columns in the data frame. But the formula only has two variables namely 'Month' and 'Wind'. Where do the values if the 'assign' vector come from? I see '0 1 1 1 1 2'. What is '1' an index to? '2'? Maybe I am get confused with what the term 'factors' does to the formula.
Thanks agiain for your help.
Kevin
---- Peter Dalgaard <p.dalgaard at biostat.ku.dk> wrote:
> rkevinburton at charter.net wrote:
> > I am just curious. Every once and a while I see an attribute attached to an object called "assign". What meaning does this have? For example:
> >
> > dist ~ speed, data=cars
> >
> > forms a matrix like:
> >
> > num [1:50, 1:2] 1 1 1 1 1 1 1 1 1 1 ...
> > - attr(*, "dimnames")=List of 2
> > ..$ : chr [1:50] "1" "2" "3" "4" ...
> > ..$ : chr [1:2] "(Intercept)" "speed"
> > - attr(*, "assign")= int [1:2] 0 1
> >
> > The "dimnames" attribute is fairly self-explanatory. I just am not sure what the "assign" attribute means.
>
> It has to do with the mapping between terms of the formula and columns
> of the design matrix:
>
> > str(model.matrix(Ozone~factor(Month)+Wind,data=airquality))
> num [1:116, 1:6] 1 1 1 1 1 1 1 1 1 1 ...
> - attr(*, "dimnames")=List of 2
> ..$ : chr [1:116] "1" "2" "3" "4" ...
> ..$ : chr [1:6] "(Intercept)" "factor(Month)6" "factor(Month)7"
> "factor(Month)8" ...
> - attr(*, "assign")= int [1:6] 0 1 1 1 1 2
> - attr(*, "contrasts")=List of 1
> ..$ factor(Month): chr "contr.treatment"
>
> I.e. columns 2:5 belong to the first non-intercept term, factor(Month).
> (Notice that it is implicitly assumed that you have the corresponding
> terms() output to hand, likewise for the "contrasts" attribute.)
> --
> O__ ---- Peter Dalgaard Øster Farimagsgade 5, Entr.B
> c/ /'_ --- Dept. of Biostatistics PO Box 2099, 1014 Cph. K
> (*) \(*) -- University of Copenhagen Denmark Ph: (+45) 35327918
> ~~~~~~~~~~ - (p.dalgaard at biostat.ku.dk) FAX: (+45) 35327907
More information about the R-help
mailing list