I work through an example of a confidence interval and a hypothesis test for a variance (using chi-square methods that are appropriate when sampling from a normally distributed population).
The cereal data is from a sample of 15 bags of cereal I collected and weighed.
I have a video introduction to these procedures available at: http://youtu.be/lyd4V8DFCjM