Introduction to Bayesian Computation

An ungraded demonstration assignment that you can use to get familiar with git, markdown, and our GitHub workflow.

View on GitHub See SolutionAn initial assignment to give you practice cloning a git repository and committing a new file.

View on GitHub See SolutionAn assignment to put into play some of the discrete probability concepts discussed in class.

View on GitHub See SolutionProblems related to probability density functions and Bayes rule with continuous random variables.

View on GitHub See SolutionPractice with expectations and Poisson-Gamma conjugate inference.

View on GitHub See SolutionBaseball-inspired multivariate linear-Gaussian inference and non-Gaussian MCMC sampling.

View on GitHub See SolutionAn open ended project where you can put concepts from class into practice.

View on GitHub See Solution