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3. Production Process Characterization

3.4.

Data Analysis for PPC
In this section we will learn how to analyze and interpret the data we collected according to our data collection plan.
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    1. Initial Data Analysis 
      1. Gather Data
      2. Quality Checking the Data 
      3. Summary Analysis (Location, Spread and Shape) 
    2. Exploring Relationships 
      1. Response Correlations
      2. Exploring Main Effects 
      3. Exploring First Order Interactions 
    3. Building Models 
      1. Fitting Polynomial Models 
      2. Fitting Physical Models
    4. Analyzing Variance Structure 
    5. Assessing Process Stablility
    6. Assessing Process Capability
    7.  Checking Assumptions 
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