STAT 581

Jon Wellner's Lecture Notes

• Chapter 1 Special distributions
• Chapter 2 Some basic large sample theory
• Chapter 3 Lower bounds for estimation
• Chapter 4 Efficient likelihood estimation and related tests
• Chapter 5 Bayes methods and elementary decision theory
• Chapter 6 Testing
• Chapter 7 Statistical functionals and the delta method
• Chapter 8 Bootstrap and jackknife estimation of sampling distributions