Advanced Topics in SPC and DOE

Click on the title below for an abstract and general discussion of these freely available papers; alternatively, the link may take you directly to the paper.

Advanced SPC

• Applying Hotelling's T² Statistic to Batch Processes
• A Review of Methods for Measurement System Capability Analysis
• Comparing Variability of Two Measurement Processes Using R&R Studies
• Confidence Intervals for Misclassification Rates in a Gauge R&R Study
• Confidence Intervals in a Gauge R&R Study with Fixed Operators
• Design and Use of g-Type Control Charts for Industry and Healthcare
• On the Statistical Design of Geometric Control Charts
• Phase I Analysis for Autocorrelated Processes
• Should Observations Be Grouped for Effective Process Monitoring?

Advanced DOE

• 24 Run Split-Plot Experiments for Robust Parameter Design
• A Modified Path of Steepest Ascent for Split-Plot Experiments
• Analysis of Fractional Factorials
• Analyzing Unreplicated Blocked or Split-Plot Fractional Factorial Designs
• A Step-Down Lenth Method for Analyzing Unreplicated Factorial Designs
• Design Issues in Fractional Factorial Split-Plot Designs
• Examples of Designed Experiments with Nonnormal Responses
• Factorial Experiments When Factor Levels Are Not Necessarily Reset
• Latin Squares and Two-Level Fractional Factorial Designs
• Resolution IV Designs with 128 Runs
• Robust Parameter Design Using Generalized Linear Mixed Models

Additional Resources

• Papers by George Box and others, from the University of Wisconsin-Madison College of Engineering website

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