Stat-4110: Statistical Methods for Process Development and Control

Preface

This booklet provides the class notes for Stat-4110: Statistical Methods for Process Development and Control, based on Engineering Statistics by Montgomery, Runger, and Hubele (please refer to the textbook for complete and comprehensive details). The following topics are covered:

  1. The Role of Statistics in Engineering
  2. Data Summary and Presentation
  3. Random Variables and Probability Distributions
  4. Decision Making for a Single Sample
  5. Decision Making for Two Samples
  6. Building Empirical Models
  7. Statistical Process Control

Montgomery, D. C., Runger, G. C., & Hubele, N. F. (2014). Engineering statistics. Wiley.

Figure 1: Spring 2025 Stat-4110 Syllabus