Animated manual


Interested in the statistical thinking and machinery that form the foundation of Doran's Lab? Or perhaps you want to conduct your own analyses of League or other e-sports games. Maybe you just like things that are awesome. If any of these apply to you, then you should check out Doran's Lab Manual! This free e-book provides a detailed introduction to statistics and data science using illustrative examples from League including data and code! Topics covered include: exploratory data analyses and visualization, predictive modelling, statistical and causal inference, and computer vision!