Statistical Reasoning

This chapter collects some notes on the lectures in the first week of the course.

• Introduction
  • Industrial Mathematics and Computation
  • Julia and the Jupyter notebook
  • Random Variables, Expected Values, Variance
  • Four Problems, Four Distributions
  • Exercises
  • Bibliography
• Taguchi Quality Control
  • Quality Loss Function and Expected Loss
  • Factor Analysis
  • Exercises
  • Bibliography
• The Monte Carlo Method
  • Expected Values
  • Mean Time Between Failures
  • Servicing Requests
  • Exercises