Adjust Transparency (alpha) of stat_smooth lines, not just transparency of Confidence Interval

Question

Using ggplot2\'s stat_smooth(), I\'m curious how one might adjust the transparency of the generated regression line. Using geom_points() or geom_line(), one normally sets a

Answer 1

To set alpha value just for the line you should replace stat_smooth() with geom_line() and then inside the geom_line() use the same arguments as in stat_smooth() and additionally add stat="smooth".

ggplot(df, aes(x=x, y=value, color=variable)) +
  geom_point(size=2) +
  geom_line(stat="smooth",method = "lm", formula = y ~ 0 + I(1/x) + I((x-1)/x),
              size = 1.5,
              linetype ="dashed",
              alpha = 0.5)

Answer 2

As an alternative that's slightly more intuitive -- perhaps created since this answer -- you can use stat_smooth (geom="line"). The SE envelope disappears, though you can add it back with something like:

geom_smooth (alpha=0.3, size=0, span=0.5) stat_smooth (geom="line", alpha=0.3, size=3, span=0.5) +

The first line creates the SE. with no (0-width) line, and the second line adds the line over top of it. The (current) documentation mentions that stat_smooth is for non-standard geoms (e.g. "line").