STAT 581 - Advanced Theory of Statistical Inference

Institution:

University of Washington-Seattle Campus

Subject:

Statistics

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. Offered: A.

Credits:

3.00

Credit Hours:

Prerequisites:

STAT 513; either MATH 426 or MATH 576

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.washington.edu

Phone Number:

(206) 543-2100

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Quarter

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