I am new in R and would like to plot a normal distribution graph where the region of two standard deviation is selected by arrows, exactly as shown below.
This question lacks the effort but it piqued my interest, so there you have it:
#standard normal distribution data
x <- seq(-4, 4, length=100)
hx <- dnorm(x)
#plot a standard normal distribution
plot(x, hx, type="l", lty=2, xlab="x value")
#plot a vertical line at -2*std
abline(v=-2, col='red')
#plot a vertical line at 2*std
abline(v= 2, col='red')
#make the arrow
arrows(x0=-2, y0=0.35, x1=2, y1=0.35, code=3, col='blue')
#plot the text
text(x=0, y=0.37,labels='95%', col='red')
Result: