STAT 583

Advanced Theory of Statistical Inference
4.0 credits

Course Description

Semiparametric and nonparametric estimation of regular parameters: weak convergence, empirical process theory (Donsker results), asymptotic linearity, estimating equations, U-statistics, functional delta method, efficiency theory, construction of efficient estimators. Prerequisite: STAT 582/BIOST 584. ; recommended: mathematical analysis from a course at the level of either MATH 426 or STAT 559. Offered: jointly with BIOST 585; Sp.

Upcoming Time Schedule

Spring, 2023

SLN/Section Time Location Instructor
20195 A
Open

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

MGH 271

COURSE JOINT WITH BIOSTAT 585