What you'll be able to do
- Explain what a covariance matrix of pair returns measures and why it must use returns, not price levels.
- Calculate q = N ÷ T for an estimation window and say what it implies.
- Explain why a portfolio sized on a raw matrix understates its risk, and why more intraday bars don't fix it.