Course audio from 2011

All the 2011 course audio files, when available, can be download from this page.

Date	Material covered (approximate: may differ somewhat)	Audio file
03 January 2011	Course overview and outline	No audio available
05 January 2011	Visualizing process data	No audio available
06 January 2011	Visualizing process data	No audio available
10 January 2011	About variability, histograms and frequency distributions	No audio available
12 January 2011	Samples, population, robust methods, central limit theorem, independence	Class 4
13 January 2011	The normal distribution; testing for normality with the q-q plot	Class 5
17 January 2011	The \(t\)-distribution and confidence interval for the mean with given variance	Class 6
19 January 2011	Confidence interval with unknown variance; tests for differences/similarity with a reference set	Class 7
20 January 2011	Tests for differences with without a reference set	Class 8
24 January 2011	Continued with tests with without a reference set; paired tests	Class 9
26 January 2011	Process monitoring	Class 10
28 January 2011	Process monitoring	Class 11
31 January 2011	Process monitoring	Class 12
03 February 2011	Process monitoring	Class 13
07 February 2011	Covariance, correlation, non-parameteric modelling	Class 14
09 February 2011	Notation, calculating model parameters	Class 15
10 February 2011	Analysis of variance, \(R^2\) and \(S_E\)	Class 16
16 February 2011	Assumptions required to derived confidence intervals	Class 17
17 February 2011	Calculating prediction intervals for \(y\), assessing assumptions	Class 18
28 February 2011	Assessing assumptions and modifying data to better meet assumptions	Class 19
02 March 2011	Multiple linear regression	Class 20
03 March 2011	Integer variables; outliers: discrepancy, leverage and influence	Class 21
07 March 2011	Single variable experiments, randomization, changing one single variable at a time (COST) approach	Class 22
09 March 2011	Analysis of a 2 factor experiment: without interactions, and with interactions	Class 23
10 March 2011	Factorial analysis using least squares; 3-factor experiment example (contains an integer variable)	Class 24
16 March 2011	Assess if factors are significant or not; blocking and confounding	Not available
17 March 2011	Guest speaker, Emily Nichols, on DOEs	Class 26
21 March 2011	Fractional factorials; generators and defining relationships	Class 27
23 March 2011	Saturated designs; response surface methods	Class 28
24 March 2011	Response surface methods	Class 29
28 March 2011	Dealing with incorrect experiments and constraints; wrapping up DOEs; take-home review.	Class 30
30 March 2011	Latent variable methods: an overview of what these methods are, and how they are used	Class 31
31 March 2011	Latent variable methods: further applications of latent variable methods	Class 32
04 April 2011	Wrap-up: the 4C3/6C3 from the perspective of process modelling	Class 33