I wish to substitute the following (yes, I've written it here in TeX format, just to be clear)$P_{M1}(\tilde{z}>z) - P_{M0}(\tilde{z}>z)$
for the green line's legend entry (cptsdtbehavioralm), and$P_{M2}(\tilde{z}>z) - P_{M0}(\tilde{z}>z)$
for the blue line's legend entry (fullbehavioralmodel).
Here is the code with which I generated the plot (I am omitting the 10,000-observation dataset and the transforms to generate the functions Fm0, Fm1 and Fm2):
bmp("bias_plot_v4.bmp", width=540, pointsize=10)
ggplot(data.frame(x=c(0,80)),aes(x) ) +
stat_function(fun=function(x)((1-Fm1(x)) - (1- Fm0(x))), geom="line",
aes(colour="cptsdtbehavioralm"), n=1000) +
stat_function(fun=function(x)((1-Fm2(x)) - (1- Fm0(x))), geom="line",
aes(colour="fullbehavioralmodel"), n=1000) +
theme_bw() +
ylab("Probability") +
xlab(expression(paste("Security breaches per 3-week spear-phishing campaign ",
italic( (z) )))) +
theme(aspect.ratio=.618) +
theme(legend.position=c(0.845,0.8)) +
theme(legend.key = element_blank()) +
scale_color_manual(values = c("cptsdtbehavioralm"="green2",
"fullbehavioralmodel" = "blue"), name="Bias")
dev.off()
Whenever I try to replace the "cptsdtbehavioralm" and "fullbehavioralmodel" with a math expression -- e.g. to keep it simple, expression(P[{M1}])
-- I get the following type of errors:
Error: unexpected '=' in:
" theme(legend.key = element_blank()) +
scale_color_manual(values = c(expression(P[{M1}]))="
I'm at my wit's end -- any insight or suggestions would be very, very welcome.
Here is a simple example of how to use values
and labels
to get what I think you want.
Note that values
map the values in the data to the colours you wish to use, while labels
are the labels you want displayed (so this is where you would put the expression).
ggplot(data = data.frame(x= c(0,5)),aes(x=x)) +
stat_function(fun=dnorm,aes(colour = 'red')) +
stat_function(fun = dexp, aes(colour = 'blue')) +
scale_colour_manual(values = c('red' = 'red','blue' = 'blue'),name = '',
labels = expression(P[M1](tilde(z)>0),P[M0](tilde(z)>0)))
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