[R] Scatter plots, linear regression in ggplot2
ashz
ashz at walla.co.il
Wed Aug 24 13:46:54 CEST 2011
Hi,
Based on some modification that I did to the R Cookbook Graphs Scatterplots
code, link:http://wiki.stdout.org/rcookbook/Graphs/Scatterplots%20(ggplot2)
I have some questions and I will appreciate a help:
- How do I change the legend title?
- How can I change the for each linear regression its color and linetype?
- How can I add for both the linear regression lines their equations and
Rseq inside or below the plot?
Code:
set.seed(955)
df <- data.frame(cond = rep(c('A', 'B'), each=10),
xvar = 1:20 + rnorm(20,sd=3),
yvar = 1:20 + rnorm(20,sd=3))
ggplot(df, aes(x=xvar, y=yvar, shape=cond)) +
scale_shape_manual(values=c(1,2)) +
geom_smooth(method = "lm", se=FALSE) +
theme_bw()+
geom_point(size = 5)+
opts(title = "Xvar vs. Yvar",
plot.title = theme_text(face="bold", size=16),
axis.text.x = theme_text(angle=90),
axis.title.x = theme_text(face="bold", size=12),
axis.title.y = theme_text(face="bold", size=12, angle=90),
panel.grid.major = theme_blank(), # switch off major gridlines
panel.grid.minor = theme_blank()
)
Thanks a lot in advance
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