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

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.pdf (opens in a new window)366.77 KB

Autumn 2024 Statistics 7301 syllabus for instructor Paul.pdf (opens in a new window)289.01 KB

Autumn 2023 Statistics 7301 syllabus for instructor Vu [pdf] (opens in a new window)54.74 KB

Autumn 2022 Statistics 7301 syllabus for instructor Vu [pdf] (opens in a new window)53.61 KB

Autumn 2021 Statistics 7301 syllabus for instructor Paul [pdf] (opens in a new window)299.43 KB

AU20 STAT 7301 Paul [pdf]

AU19 STAT 7301 Vu [pdf]

AU18 STAT 7301 Vu [pdf]

AU17 STAT 7301 Vu [pdf]

AU16 STAT 7301 Vu [pdf]

AU15 STAT 7301 Vu [pdf]

AU14 STAT 7301 Vu [pdf]

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STAT 7301: Advanced Statistical Theory

Recent Syllabi

Semester(s) Offered: