Mathematics 541a:
Introduction to Mathematical Statistics (3.0 units)
Parametric families of distributions, sufficiency. Estimation: methods of moments, maximum likelihood, unbiased estimation. Comparison of estimators, optimality, information inequality, asymptotic efficiency. EM algorithm, jacknife and bootstrap.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
39760R | 001 | Lecture | 11:00-11:50am | MWF | 26 of 50 | Xiaohui Chen | SOSB4 |