Hello, Everybody: This may not be a "bug", but for me it is an unexpected outcome. A factor variable's levels do not retain their ordering after the levels function is used. I supply an example in which a factor with values "BC" "AD" (in that order) is unintentionally re-alphabetized by the levels function. To me, this is very bad behavior. Would you agree? # Paul Johnson 2012-02-05 x <- c("AD","BC","AD","BC","AD","BC") xf <- factor(x, levels=c("BC", "AD"), labels=c("Before Christ","After Christ")) y <- rnorm(6) m1 <- lm (y ~ xf ) plot(y ~ xf) abline (m1) ## Just a little problem the line does not "go through" the box ## plot in the right spot because contrasts(xf) is 0,1 but ## the plot uses xf in 1,2. xlevels <- levels(xf) newdf <- data.frame(xf=xlevels) ypred <- predict(m1, newdata=newdf) ##Watch now: the plot comes out "reversed", AC before BC plot(ypred ~ newdf$xf) ## Ah. Now I see: levels(newdf$xf) ## Why doesnt newdf$xf respect the ordering of the levels? -- Paul E. Johnson Professor, Political Science 1541 Lilac Lane, Room 504 University of Kansas
On 25.02.2012 19:16, Paul Johnson wrote:> Hello, Everybody: > > This may not be a "bug", but for me it is an unexpected outcome. A > factor variable's levels > do not retain their ordering after the levels function is used. I > supply an example in which > a factor with values "BC" "AD" (in that order) is unintentionally > re-alphabetized by the levels > function. > > To me, this is very bad behavior. Would you agree? > > > # Paul Johnson 2012-02-05 > > x<- c("AD","BC","AD","BC","AD","BC") > xf<- factor(x, levels=c("BC", "AD"), labels=c("Before Christ","After Christ")) > y<- rnorm(6) > > m1<- lm (y ~ xf ) > > plot(y ~ xf) > > abline (m1) > ## Just a little problem the line does not "go through" the box > ## plot in the right spot because contrasts(xf) is 0,1 but > ## the plot uses xf in 1,2. > > xlevels<- levels(xf) > newdf<- data.frame(xf=xlevels) > > ypred<- predict(m1, newdata=newdf) > > ##Watch now: the plot comes out "reversed", AC before BC > plot(ypred ~ newdf$xf) > > ## Ah. Now I see: > > levels(newdf$xf) > ## Why doesnt newdf$xf respect the ordering of the levels?Because xlevels was a character and you coerced it to a factor by calling data.frame(xf=xlevels) on it without telling anything about the orderiung, hence it got sorted lexicographically. Uwe Ligges> > >