Topics may include a proof of the central limit theorem, the delta method, asymptotics of MLEs, basic numerical optimization and root finding, multivariate method of moments estimators, confidence intervals based on MLEs, confidence intervals based on method of moment estimators, likelihood ratio tests, Neyman-Pearson Lemma, analysis of variance, and other topics as time permits.