We discuss how conditional expectations can be estimated using Monte Carlo integration. We focus on a simple example.

Differences and similarities between PCA and Multidimensional Scaling

Discussion of the EM algorithm

Extracts the table from https://www.isixsigma.com/tools-templates/control-charts/run-charts-a-simple-and-powerful-tool-for-process-improvement/ to make a quick reference for users

To illustrate the use of splines in Poisson regression, and its effect on the predicted outcomes.