Ordinary Differential Equations with Stan in R

A tutorial on fitting a Bayesian ODE model with Stan, R, and {cmdstanr} package.

Approximating probabilities

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

Modeling a logic puzzle as a constraint satisfaction problem with OMPR

A tutorial on treating a logic puzzle as constraint satisfaction problem and coding it as an integer program to solve using the R package {ompr}.

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.