Life is complicated, you probably know that. If we take a magnifying glass and look at a living thing from a chemical and biological perspective, it is astonishingly complicated. In
Category: Regression
Bayesian Regression Using MCMC
IntroductionBayesian Regression has traditionally been very difficult to work with since analytical solutions are only possible for simple problems. Hence, the frequentist method called “least-squares
Progressive Self-Exploring Design of Experiments
IntroductionIn a classical design of experiments (DoE) you usually choose a set of points according to some rule and perform experiments to be able to,
Introduction to Regression Using Gaussian Processes
IntroductionWhen trying to describe data using a function you often know something about the process generating the data a priori. When you do not completely