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.
Prefix
STAT
Number
583
Credits
4
Variable Credit?
No
Credit/no-credit only?
No
Prereq
STAT 582/BIOST 584. ; recommended: mathematical analysis from a course at the level of either MATH 426 or STAT 559
Joint Class?
Yes
With
BIOST 585
Offered
Spring