Having worked on a neuroscience experiment for the last 1.5 years I have learned a great deal along the way. I offer this post as what I would do if I were starting from scratch. I’m focused on the technical details rather than neuroscience aspects of experiment design. This focuses on a basic GLM with fMRI data, so …