Large-sample theory of estimation and of hypothesis testing is developed, at an intermediate (graduate textbook) level. Attention is confined to parametric models. Local analysis ('moving parameter') ...

Finite mixture models are a useful class of models for application to data. When sample sizes are not large and the number of underlying densities is in question, likelihood ratio tests based on joint ...

MATH.3860 — Undergraduate Id: 008341 Offering: 1 Credits: 3-3 Description Provides a one-semester course in probability and statistics with applications in the engineering sciences. Probability of ...