在ggplot2中仅将stat_smooth添加到1个facet中

Question

I have some data for which, at one level of a factor, there is a significant correlation. At the other level, there is none. Plotting these side-by-side is simple. Adding a line to both of them with stat_smooth, also straightforward. However, I do not want the line or its fill displayed in one of the two facets. Is there a simple way to do this? Perhaps specifying a blank color for the fill and colour of one of the lines somehow?

Answer 1

Don't think about picking a facet, think supplying a subset of your data to stat_smooth:

ggplot(df, aes(x, y)) +
  geom_point() + 
  geom_smooth(data = subset(df, z =="a")) + 
  facet_wrap(~ z)

Answer 2

Of course, I later answered my own question. Although, is there a less hack-y way to do this? I wonder if one could even fit different functions to different panels.

One technique is to use + scale_fill_manual and scale_colour_manual. They allow one to specify what colors will be used. So, in this case, let's say you have

a<-qplot(x, y, facets=~z)+stat_smooth(method="lm", aes(colour=z, fill=z))

You can specify colors for the fill and colour using the following. Note, the second color is clear, as it is using a hex value with the final two numbers representing transparency. So, 00=clear.

a+stat_fill_manual(values=c("grey", "#11111100"))+scale_colour_manual(values=c("blue", "#11111100"))