title output Data Science github_document Before collecting Imagine your data before you collect it by Graeme Blair, Jasper Cooper, Alexander Coppock and Macartan Humphreys Basics http://nickstrayer.me/pValueExplainer/ https://statisticsbyjim.com/hypothesis-testing/high-p-values/ p-value https://www.nature.com/articles/d41586-019-00857-9 Survey https://zapier.com/learn/forms-surveys/design-analyze-survey/ Models https://www.rdatagen.net/post/linear-regression-models-assume-noise-is-independent/ Gam's in R by Noam Ross Cum hoc sed non propter hoc https://iyarlin.github.io/blog/correlation-is-not-causation-so-what-is/ Data visualisation Learning from mistakes Tests Common statistical tests are linear models by Jonas Kristoffer Lindeløv