IT 50700

Measurement and Evaluation in Technology & Technology

A Core Course for Master of Science in Technology

Industrial Technology/Manufacturing and IT & Advanced Computer Applications Tracks 
Purdue Universty Fort Wayne Campus

Spring 2016

Paul I-Hai Lin, Professor of Electrical and Computer Engineering Technology
Purdue University Fort Wayne Campus

Lecture/Activities Schedule

Meeting No
Topics/Activities
Date
1

Lecture Note 1 (PDF, PDF BW)
Introduction to the Course
An Introduction to Research in Business and Industry

Lecture Note 1-2 (PDF, PDF BW)
** The Role of Statistics, Beginning Statistics
** Tests of Hypothesis for a Single Example
** Minitab 17 Demo

1/12
2

Lecture Note 1-2 (continue)

Ch. 1 The Role of Statistics in Engineering, PPT slide PDF
*1-1 The Engineering Method and Statistical Thinking
*1-2 Collecting Engineering Data: Basic Principles, Retrospective Study, Observational Study, Design Experiments, Observation Process Over Time
*1-3 Mechanistic and Emperical Models
*1-4 Probability and Probability Models 

Case Study on Commins Engines (14 min video Echo 360), Business Research Methods 10eth ed, D. R. Cooper and P. Schindler (Book 2),
Case study overview & questions

1/19
3 * Discussion of Case Study: Commins Engines (statistical quality control, logitudinal studies, cross-sectional study, tracking web connections)
Ch. 2 Probability, PPT slide (PDF): Finished Section. 2-1 through 2-6
1/26
4 Videos:
* Semiconductor Technology at TSMA, March 26, 2011, 8:02 min, https://www.youtube.com/watch?v=4Q_n4vdyZzc
* LSI Storage (RAID), 12:14 min, https://www.youtube.com/user/lsistorage

Ch. 2 Probability, PPT slide (PDF): Finished Section. 2-7 through 2-8
Ch. 3 Discrete Random Variables & Probability Distribution, PPT slide (PDF)
** More Discussion on Random Variables, Mean, Variance, and Standard Deviation (section 3-4), Lecture note
2/2
5 Ch. 3 Discrete Random Variables & Probability Distribution, PPT slide (PDF) - continue Sect. 3-6 to 3-9
Ch. 4 Continuous Random Variables & Probability Distribution, PPT slide (PDF): sect 4-1 to 4-5 
** Recorded Echo 360 - Lecture 1 of 2
** Recorded Echo 360 - Lecture 2 of 2
2/9
6 Ch. 4 Continuous Random Variables & Probability Distribution, Sec. 4-1 to 4.7, Lecture note (PDF): with MATLAB for problem solving  2/16
7 Discussion of Course Project:
* An Explantory Study of the Occurance of Cavitation in Cold-Formed Commercially Pure Taitanium
* General Processing for Titanium Coil Product

Ch 4  Continuous Random Variables & Probability Distribution, (more examples) Sec. 4-7 to 4.12, Lecture note; also with MATLAB for problem solving & Examples 3-31, 3-32, and other references (PDF file)
Ch. 4 Continuous Random Variables & Probability Distribution, Sec. 4-7 to 4.12, Ch 4 PPT slide
2/23
8 Ch. 6 Descriptive Statistics, PPT slide, Extra Lecture note with MATLAB solution
** Recorded Echo 360 - Lecture 1 of 2
** Recorded Echo 360 - Lecture 2 of 2

To be discussed: Ch. 5 Joint Probability Distributions, PPT slide
3/1
9 Happy Spring Break 3/8
10 Ch 7. Point Estimation of Parameters and Sampling Distributions, PPT slide
* Reference: G104 – Guide for Estimation of Measurement Uncertainty in Testing, Dec. 2014, American Association for Lab Accreditation, https://www.a2la.org/guidance/est_mu_testing.pdf
 
Ch 8. Statistical Intervals for a Single Sample, PPT slide
3/15
11 Chapter 9. Tests of Hypotheses for a Single Sample, PPT slide 3/22
12 Chapter 9. Tests of Hypotheses for a Single Sample (continue)
* Student Led Discussion of Exercises 9-1, 9-2, 9-3, 9-4, 9-5, 9-38, 9-51
* Minitab Examples for 1-Sample Z, etc
3/29
13 Chapter 10. Statistical Inference for Two Samples, PPT slide 4/5
14 Chapter 10. Statistical Inference for Two Samples, PPT slide
*
Examples with Minitab Solutions

Chapter 11. Simple Linear Regression and Correlations,
PPT slide
*
Minitab Solution - Example 11-1 Oxygen Purity
4/12
15 ** Student Led Discussion of Chapter 10 Statistical Inference for Two Samples (using 7-step procedure to solve all problems): Exercises 10-4 (Stephen), 10-5, 10-9 (Andrew), 10-23, 10-32 (Mageed), 10-51, 10-52, 10-93

Chapter 11. Simple Linear Regression and Correlations, PPT slide
*
Minitab Solution - Example 11-1 Oxygen Purity
Chapter 12. Multiple Linear Regression, PPT slide

* Minitab Solution - Example 12-1 Wire Bond Strength
4/19