Fall 2026

Mathematical Statistics II

MATHEMATICAL STATISTICS II covers estimation theory, efficiency, hypothesis testing, confidence regions, decision theory, and likelihood ratio theory.

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Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2024: 3.70 GPA, 90.0% A/AB (n=20 letter grades); Spring 2025: 3.64 GPA, 81.8% A/AB (n=22 letter grades); Spring 2026: 3.54 GPA, 64.3% A/AB (n=14 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

STAT/​MATH 709

MATH/STAT 710 used by

“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.

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Professors

Fall 2026

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Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Spring 2024: 3.70 GPA, 90.0% A/AB (n=20 letter grades); Spring 2025: 3.64 GPA, 81.8% A/AB (n=22 letter grades); Spring 2026: 3.54 GPA, 64.3% A/AB (n=14 letter grades).

difficulty & workload

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Topics

  • Estimation theory, efficiency, Neyman-Pearson theory, hypothesis testing, confidence regions, decision theory, likelihood ratio theory, current research topics

Skills

  • Estimation theory, efficiency, hypothesis testing, confidence regions, decision theory, likelihood ratio theory

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

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AB
B
BC
C
D
F

Grades over time

Through Spring 2026

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Sources & history

UW–Madison

Catalog & offerings

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Grade history

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "5852dcdb69a64e1a7b95c41dc38260afc1483a0d4c47d4ed38cabfe514eee952",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}