If you were preparing for an User Researcher interview, and had very little in field experience, how would you prepare?

Title says it all.

I studied Human Factors and Ergonomics in grad school, which covered just about all of the skills the company is looking for. I spent two years working in an unrelated field, so some brushing up needs to occur.

Specifically: What are the most common metrics/statistical analyses you use? How common are experiments of a more formal or academic flavor?