Chapter 6. Understanding Process Variation with Control Charts

In this chapter, we will cover the following recipes:

  • Xbar-R charts and applying stages to a control chart
  • Using an Xbar-S chart
  • Using I-MR charts
  • Using the Assistant tool to create control charts
  • Attribute charts' P (proportion) chart
  • Testing for overdispersion and Laney P' chart
  • Creating a u-chart
  • Testing for overdispersion and Laney U' chart
  • Using CUSUM charts
  • Finding small shifts with EWMA
  • Control charts for rare events – T charts
  • Rare event charts – G charts

Introduction

Control charts are very simple graphical tools which show us if measurements/results are stable over time. They look at the mean and variation of the data and check to see whether the observed data shows any patterns that would ...

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