STAT 513 - Statistical Inference

Institution:

University of Washington-Seattle Campus

Subject:

Statistics

Description:

Review of random variables; transformations, conditional expectation, moment generating functions, convergence, limit theorems, estimation; Cramer- Rao lower bound, maximum likelihood estimation, sufficiency, ancillarity, completeness. Rao-Blackwell theorem. Hypothesis testing: Neyman-Pearson lemma, monotone likelihood ratio, likelihood-ratio tests, large-sample theory. Contingency tables, confidence intervals, invariance. Introduction to decision theory. Offered: W.

Credits:

4.00

Credit Hours:

Prerequisites:

STAT 512

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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