[R] Question about factor that is numeric, in aov()
David Winsemius
dwinsemius at comcast.net
Sun May 9 16:36:16 CEST 2010
On May 9, 2010, at 8:36 AM, Ravi Kulkarni wrote:
>
> I notice something curious about how aov() treats a numeric factor:
>
> "score" is a dependent variable and "group" is a factor in a one-way
> ANOVA.
> But "group" contains numeric codes and is not a factor (checked with
> is.factor). An ANOVA done using:
>
>> aov(score~factor(group), data=mydata)
>
> gives the right answers. But
>
>> aov(score~group, data=mydata)
>
> also produces an ANOVA table, with incorrect entries. My question
> is: what
> exactly is R doing when I did not specify that "group" was a factor?
Since you have not shown us the table we can only guess. My guess: It
is treating that variable as continuous and estimating a single
parameter. That may or may not be interpretable. If those codes have a
meaningful order and scale, you may be getting what is sometimes
called a trend test. If they are arbitrary, then the result is very
probably nonsense.
>
> Ravi Kulkarni
> --
David Winsemius, MD
West Hartford, CT
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