Six Sigma Design of Experiments

Six Sigma Green Belt
  • 12 Videos | 1h 4m 17s
  • Includes Assessment
  • Earns a Badge
  • Certification CPE
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In the Improve stage of Lean or Lean Six Sigma DMAIC, teams design and conduct experiments to investigate the relationships between input variables and response variables. By controlling and changing the input variables, and observing the effects on the response variables., the Six Sigma team gains a deeper understanding of the relationships and begins business process improvement. In this course, you'll explore the Design of Experiments (DOE) methodology. You’ll learn how to interpret the results of the main effect analysis and interaction plots, and use this to drive process improvement, process control, and process design. This course is aligned with ASQ’s 2015 Six Sigma Green Belt Body of Knowledge.

WHAT YOU WILL LEARN

  • recognize the benefits of Design of Experiments
    distinguish between DOE elements
    sequence the steps in the DOE process
    recognize examples of types of experimental error
    recognize characteristics of balanced design
    identify the benefits of randomization
  • recognize factors that should be blocked in a given scenario
    distinguish between replication and repetition
    recognize the implications of choosing full and fractional factorial designs
    identify principles for interpreting main effects plots
    recognize elements you use to analyze DOE results

IN THIS COURSE

  • Playable
    1. 
    Six Sigma Design of Experiments
    41s
    UP NEXT
  • Playable
    2. 
    Design of Experiments and Six Sigma
    5m 19s
  • Locked
    3. 
    Elements of an Experiment
    5m 12s
    FREE ACCESS
  • Locked
    4. 
    DOE: Purpose and Process
    4m 14s
    FREE ACCESS
  • Locked
    5. 
    Experimental Error
    3m 23s
    FREE ACCESS
  • Locked
    6. 
    Balanced Design
    2m 44s
    FREE ACCESS
  • Locked
    7. 
    Randomization
    4m
    FREE ACCESS
  • Locked
    8. 
    Blocking
    3m 16s
    FREE ACCESS
  • Locked
    9. 
    Replication and Repetition
    4m 25s
    FREE ACCESS
  • Locked
    10. 
    Full and Fractional Factorial Designs
    4m 39s
    FREE ACCESS
  • Locked
    11. 
    Main Effects and Interaction Effects
    5m 22s
    FREE ACCESS
  • Locked
    12. 
    Analyzing DOE Results
    5m 46s
    FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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