Lectures

Copies of the lecture slides are available below as pdf files. The slides are divided by module, and are summarized below. I have provided the files in 2 different organizations - the first contains full-size versions of the slides, one slide per page, while the second contains 4 slides per page.

Last updated September 27, 2011 .

(Note - the lecture slides are made using LaTeX, and specifically the "beamer" class within LaTeX).

Module 1 - Motivation and Introduction

If you would like to read more discussion on Quality, please see Montgomery and Runger, pp. 596-597, or Montgomery, Runger and Hubele pp. 389-390.

Module 1 Slides

Module 1 slides - (2010-2011 pdf)

Module 2 - Multiple Linear Regression

text reference: Simple Linear Regression and Correlation (slope+intercept models):
Montgomery and Runger, Ch. 11

text reference: Multiple Linear Regression:
Montgomery and Runger, Ch. 12

Module 2 slides - Part A - 1 slide per page (pdf)

Module 2 slides - Part B - 1 slide per page (pdf)

Module 2 slides - Lack-of-fit tests

Module 2 slides - 2010-2011 (pdf)

Joint density function worksheet - exploring impact of correlation on how the density function appears

- as a Maple worksheet

- as a pdf

Module 3 - Experimental Design

text reference: Montgomery and Runger, Chapter 14
text reference: Devore - section 11.4

Module 3 slides - 2010-2011 (pdf)

Module 4 - Nonlinear Regression - for CHEE801

Module 4 slides - 2010-2011 (pdf)