For people who are interested in learning more about simulation, permutation tests and bootstrapping, the three techniques that the slide deck discusses, check out Allen Downey's Think Stats: http://greenteapress.com/thinkstats2/.

It really is a pity that introductions to statistics spend so much time on analytic approximations and so little on the underlying concepts.