Lectures

Unless otherwise noted, all files are in pdf format. (Download Adobe Acrobat Reader here to read them).

Week 1 - Course Introduction and Functional Yield of Integrated Circuits

Week 2 - Parametric Yield

Week 3 - Parametric Yield (cont)

Week 4 - Statistical Estimation and Hypothesis Testing

Week 5 - Comparison of Treatments and ANOVA

Week 6 - Two-level Factorial Experiments, Fractional Factorials

Week 7 - Regression Analysis

Week 8 - Parameter Estimation

Week 9 - Robust Design

Week 9 - Introduction to SPC

Week 10 - Attribute Charts

Week 10 - Charts for Variables

Week 10 - Modified Charts and SPC Examples

Week 11 - CUSUM and EWMA

Week 12 - Multivariate and Model-based Control

Week 13 - Veteran's day and Mid term exam

Week 14 - From SPC to APC

Week 14 - Sensors and Metrology I and Sensors and Metrology II

Week 15 - In-situ Metrology and On-wafer Metrology