Chapter 3 Foundations: Uncertainty as we’ll see it

• primarily Bayesian perspective
  • unifies aleatory and epistemic
  • gives us one framework to work in
  • simplifies building things
  • simplifies communicating things (see e.g. confidence fallacy)
• will still occasionally touch on frequentist, usually as a subsection at the end of each chapter:
  • tips on how to translate the visualization techniques presented into that mode
  • at times, visualizations unique to the frequentist approach that might be useful