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6. Process or Product Monitoring and Control

6.5.

Tutorials
Tutorial contents
  1. What do we mean by "Normal" data? 
  2. What do we do when data are "Non-normal"? 
  3. Elements of Matrix Algebra 
    1. Numerical Examples 
    2. Determinant and Eigenstructure 
  4. Elements of Multivariate Analysis 
    1. Mean vector and Covariance Matrix 
    2. The Multivariate Normal Distribution 
    3. Hotelling T2
      1. Example of Hotelling's T2 Test 
      2. Example 1 (continued) 
      3. Example 2 (multiple groups) 
    4. Hotelling T2 Chart 
  5. Principal Components 
    1. Properties of Principal Components 
    2. Numerical Example 
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