Matrix algebra for linear models, multivariate normal distribution, quadratic forms, Gauss-Markov Theorem, estimation in full-rank and less-than-full-rank models, hypothesis testing in full-rank models.
Prerequisites & Notes: MATH 441/541, and either MATH 342 or MATH 442/542 or equivalent(s). Credits: 4 Grade Mode: Letter