STAT 582

Advanced Theory of Statistical Inference
3.0 credits

Course Description

Limit theorems, asymptotic methods, asymptotic efficiency and efficiency bounds for estimation, maximum likelihood estimation, Bayes methods, asymptotics via derivatives of functionals, sample-based estimates of variability: (bootstrap and jackknife); robustness; estimation for dependent data, nonparametric estimation and testing. Prerequisite: STAT 581. Offered: W.

Current Time Schedule

Winter, 2021

SLN/Section Time Location Instructor
20475 A
Open

M W F 10:30AM - 11:20AM

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Alex Luedtke

OFFERED VIA REMOTE LEARNING