Introduction to Quantitative Methods in Education Policy

Introduction to quantitative inference and methods in education policy

offering recorded3 credits
Recorded instructors · Fall 2026 Amy ClaessensSky DukeYijun Won

Summary

1 / 3

Recent recorded grades — Spring 2025: 3.94 GPA, 95.9% A/AB (n=49 letter grades); Fall 2025: 3.94 GPA, 96.6% A/AB (n=88 letter grades); Spring 2026: 3.83 GPA, 94.7% A/AB (n=113 letter grades).

Grade history

average GPA
letter grades
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All recorded terms · compare terms & instructors

Prerequisites

Course map

Satisfied Quantitative Reasoning (QR) A

  • Satisfied Quantitative Reasoning (QR) A
EDPOL 209 used by

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

Prerequisite text tree
  • Satisfied Quantitative Reasoning (QR) A

Professors

Fall 2026

Recent recorded grades — Spring 2024: 3.89 GPA, 95.7% A/AB (n=46 letter grades); Fall 2025: 3.94 GPA, 96.6% A/AB (n=88 letter grades); Spring 2026: 3.80 GPA, 94.0% A/AB (n=83 letter grades). Includes jointly taught sections.

Recent recorded grades — Fall 2025: 3.94 GPA, 96.6% A/AB (n=88 letter grades); Spring 2026: 3.80 GPA, 94.0% A/AB (n=83 letter grades). Includes jointly taught sections.

No course-specific feedback yet.

Historical instructors & teaching patterns

AMY CLAESSENS is recorded teaching in Spring 2023, Fall 2023, Spring 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

SKY DUKE is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
LEC 001Classroom Instruction94 / 950

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections. Enrollment reflects scan time.

Meeting source records

Student experience

the class

Recent recorded grades — Spring 2025: 3.94 GPA, 95.9% A/AB (n=49 letter grades); Fall 2025: 3.94 GPA, 96.6% A/AB (n=88 letter grades); Spring 2026: 3.83 GPA, 94.7% A/AB (n=113 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Quantitative inference in education policy
  • Visual and numerical data generation and interpretation

Skills

  • Analyze and interpret data using quantitative reasoning
  • Generate and interpret data in visual and numerical forms
  • Write about data interpretation

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

A
AB
B
BC
C
D
F

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Where this course fits relative to

Latest available grades · Spring 2026 · all course levels

GPA

Higher than % of other courses in this group.

Course GPAs · red marks this course’s range

letter grades

More recorded grades than % of other courses in this group.

Typical course in this group: letter grades.

About this comparison

1283 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.

Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Selected offering source records
EDPOL 209 · Fall 2026

Introduction to Quantitative Methods in Education Policy

Recorded 2026-09-07
Raw records
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:310:026406",
    "course_id": "EDPOL 209",
    "course_uid": "course_de49b8b8167d5cac68d9b1bb",
    "term_id": "1272",
    "source_course_id": "026406",
    "source_subject_id": "310",
    "title": "Introduction to Quantitative Methods in Education Policy",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
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Student reviews

Original comments behind the course and instructor summaries.

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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "d1d00535aeab20a358681b2ab33fa049cb8e2cd1af665de5119702b1eeadcda2",
  "requirements_status": "needs_review",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}