[R] Forcing integers to be nominal
ripley@stats.ox.ac.uk
ripley at stats.ox.ac.uk
Wed Aug 7 09:17:16 CEST 2002
On Wed, 7 Aug 2002, Tim Wilson wrote:
> I've got a problem with an analysis of variance where it appears that my
> independent variable is being treated as an integer when it should be
> nominal.
>
> The data are being loaded from an SPSS file and the independent variable
> 'YearColl' corresponds (surprisingly enough) to a student's year in
> college. :-) The integers 1-4 are used in the dataset for this purpose.
> My quick little anova gives this result:
>
> > mir.aov <- aov(DepressT ~ YearColl, data=mir)
> > summary(mir.aov)
> Df Sum Sq Mean Sq F value Pr(>F)
> YearColl 1 955.7 955.7 10.305 0.001474 **
> Residuals 293 27172.5 92.7
> ---
> Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
>
> I was expecting the df for YearColl to be (k-1) = 3.
>
> Am I reading this right? Is there a way to force integers to act like
> nominal data?
What you mean is that you want YearColl to be a factor and so coded.
as.factor() will help.
R has no idea what you meant: you gave it an integer variable, and it
handled it as such. Don't be surprised if R does as it is told.
--
Brian D. Ripley, ripley at stats.ox.ac.uk
Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/
University of Oxford, Tel: +44 1865 272861 (self)
1 South Parks Road, +44 1865 272860 (secr)
Oxford OX1 3TG, UK Fax: +44 1865 272595
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