How to use ggplot to plot probablity densities?

Ggplot2 has a stat_function() function to superimpose a function on a plot in much the same way as curve() does. I struggled a little bit to get this to work without generating the data until I realised how to use the variables produced by the statistic --- here ..y.. . The following is similar to what you would get with curve(dbeta(x, shape1 = 2, shape2 = 2), col = "red").

You can use the qplot function within ggplot2 to make a quick plot.

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