Teaching design of experiments and statistical analysis of data through laboratory experiments

A new laboratory course at San Jose State University, Advanced Thin Film Processes, integrates fabrication of thin films with design of experiment and statistical analysis of data. In the laboratory section of this course, students work through six multi-week modules that increase in the complexity...

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Bibliographic Details
Main Authors: Gleixner, S., Young, G., Vanasupa, L., Dessouky, Y., Allen, E., Parent, D.
Format: Conference Proceeding
Language:English
Subjects:
Data engineering
Education
Fabrication
Laboratories
Process design
Robustness
Semiconductor thin films
Standards development
Statistical analysis
Transistors
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Summary:A new laboratory course at San Jose State University, Advanced Thin Film Processes, integrates fabrication of thin films with design of experiment and statistical analysis of data. In the laboratory section of this course, students work through six multi-week modules that increase in the complexity of design of experiment and statistical analysis of data. The six modules have been developed with a standard format that includes learning objectives, background on the specific thin film process, theory of design of experiment principles, instructor notes, dry lab exercises, experimental plan worksheets, and assessment tools. While the modules were developed for a semiconductor processing class, they can easily be implemented in other engineering classes. The modules have been developed with a robust framework that allows the instructor to teach design of experiments and statistical analysis of data along with the specific engineering principles related to their class.
ISSN:0190-5848
2377-634X
DOI:10.1109/FIE.2002.1157932