AMCS 307 - Advanced Statistical Inference​ by Prof. Marco Scavino

AMCS 241, 243, 245. Statistical inference in a wide range of problems at an advanced level. It covers the general theory of estimation, tests, and confidence intervals by deriving, in particular, the asymptotic properties of the maximum likelihood estimator and the likelihood ratio, Wald, and scores tests (and their generalizations), and the calculus of M- estimation.