Advanced Statistical Theory

Fundamental concepts from mathematical statistics, derivation/classification of estimators, large sample asymptotic analysis, and non-asymptotic analysis of high-dimensional estimation. Intended for Ph.D. students in Statistics or Biostatistics.
Prereq: 6802, or permission of instructor.

Credit Hours: 3

Prerequisite(s):

Term: Autumn

Typical semesters offered are indicated at the bottom of this page. For confirmation check the Schedule of Classes list on the Registrar's website.

Recent Syllabi

Autumn 2025 Statistics 7301 syllabus for instructor Paul.pdf366.77 KB

Autumn 2024 Statistics 7301 syllabus for instructor Paul.pdf289.01 KB

Autumn 2023 Statistics 7301 syllabus for instructor Vu [pdf]54.74 KB

Autumn 2022 Statistics 7301 syllabus for instructor Vu [pdf]53.61 KB

Autumn 2021 Statistics 7301 syllabus for instructor Paul [pdf]299.43 KB

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