STAT 520: Statistical Inference

Syllabus

Elementary Inference 1: Confidence Intervals

Elementary Inference 1: Confidence Intervals, Order Statistics, Hypothesis Tests

Elementary Inference 1: Hypothesis Tests, Intro to Bayesian Statistics

Intro to Bayesian Statistics 2

Intro to Bayesian Statistics 3

Maximum Likelihood Estimation 1

Maximum Likelihood Estimation 2

Maximum Likelihood Estimation 3 and Sufficiency 1

Sufficiency 2 (UMVUE, Regular Exponential Class, Basu)

Sufficiency 3 (Basu) and UMP Tests

Recap/Final Exam Overview

Final Exam Q&A