Approximating probabilities

A tutorial on using R and Monte Carlo simulation as a substitute for analytical solutions to “what is the probability of?” problems.

Bayesian Optimization in R

A tutorial on using Bayesian optimization to find the minimum of a function with only a few evaluations of the functions, using different approaches to identify the best next value to evaluate the function at.