如何在 R 中绘制标准正态 CDF？

Question

As the title says, I'm trying to plot the CDF of a N(0,1) distribution between some values a, b. Ie Phi_0,1 (a) to Phi_0,1 (b). For some reason I'm having issues finding information on how to do this.

Answer 1

You can use curve to do the plotting, pnorm is the normal probability (CDF) function:

curve(pnorm, from = -5, to = 2)

Adjust the from and to values as needed. Use dnorm if you want the density function (PDF) instead of the CDF. See the ?curve help page for a few additional arguments.

Or using ggplot2

library(ggplot2)
ggplot(data.frame(x = c(-5, 2)), aes(x = x)) +
  stat_function(fun = pnorm)

Generally, you can generate data and use most any plot function capable of drawing lines in a coordinate system.

x = seq(from = -5, to = 2, length.out = 1000)
y = pnorm(x)