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Translations*

Video Lectures

Special software is required to use some of the files in this section: .mp4.

Lecture notes files.
SES #	VIDEOS	SLIDES
1	Introduction — processes and variation framework	(PDF)
2	Semiconductor process variation	(PDF - 2.2MB)
3	Mechanical process variation — physical causes and interpreting data	(PDF - 1.3MB)
4	Probability models of manufacturing processes	(PDF)
5	Probability models, parameter estimation, and sampling	(PDF)
6	Sampling distributions and statistical hypotheses	(PDF)
7	Shewhart SPC and process capability	(PDF)
8	Process capability and alternative SPC methods	(PDF)
9	Advanced and multivariate SPC	(PDF)
10	Yield modeling	(PDF)
11	Introduction to analysis of variance	(PDF)
12	Full factorial models	(PDF)
13	Modeling testing and fractional factorial models	(PDF)
14	Aliasing and higher order models	(PDF)
15	Response surface modeling and process optimization	(PDF)
16	Process robustness	(PDF)
17	Nested variance components	(PDF)
18	Sequential experimentation: "Experimentation and Robust Design and Engineering Systems." (Courtesy of Dan Frey. Used with permission.)	(PDF)
19	Case study 1: tungsten CVD DOE/RSM	(PDF)
20	Case study 2: cycle to cycle control	(PDF)
21	Case study 3: spatial modeling	(PDF)
22	Case study 4: "Modeling the Embossing/Imprinting of Thermoplastic Layers." (Courtesy of Hayden Taylor. Used with permission.)	(PDF - 2.4MB)