Gave a theorem about the F* = MSR/MSE statistic which is needed for the first homework. These notes from last year start with a worked example involving this theorem about F* . The notes also contain a second statistical theorem and example that is needed for the first homework. Ask me if you need any explanation about these notes.

Then described the linear algebra setting needed for the description of Principal Component Analysis that will be given in the next lecture.