Stat 210a: Advanced Theory of Statistics
UC Berkeley
Offerings
Overview
A survey of mathematical statistics: in particular both small and large sample theorems of hypothesis testing, point estimation, and confidence intervals with applications to topics such as exponential families, univariate and multivariate linear models and nonparametric inference.
Logistics
Three hours of Lecture per week for 15 weeks.
Prerequisites
A year of upper division probability and statistics; a course in linear algebra.