Here I'll share some of my scripts used to learn statistics, mainly bayesian school.

maxL.R - computing maximum likelihood.
regression.R - how perform linear regression using maximum likelihood method.
black hole.R - example of law of large numbers and central limit theorem.
std.R - why correct scaling is important to standard deviation and variance.
area.R - code made for ppbio project for showing area of their transects.
repetitions megasena.R - probability of repetitions on the next game.
utils.R - useful functions I tend to use on external datasets.
piMC.R - how to calc pi constant using monte carlo methods.
nMDS/nMDS.R - implementation of nMDS using genetic algorithm.