Recent recorded grades — Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades).
Fall 2026
Maximum Likelihood Estimation
POLISCI 818 develops the theory of maximum likelihood estimation and applies it to models for discrete and limited dependent variables common to political and social science data.
Recorded instructors · Fall 2026 Anton Strezhnev
Summary
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Recent recorded grades — Fall 2020: 4.00 GPA, 100.0% A/AB (n=4 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades).
Grade history
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letter grades
letter grades
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Prerequisites
Course mapPOLI SCI 812 and 813
“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 2026Historical instructors & teaching patterns
ANTON STREZHNEV is recorded teaching in Fall 2025. 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 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|---|---|---|
| LEC 001 | Classroom Instruction | 8 / 20 | 0 |
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 — Fall 2020: 4.00 GPA, 100.0% A/AB (n=4 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 3.70 GPA, 80.0% A/AB (n=10 letter grades).
difficulty & workload
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Grades
Latest available · Fall 2025— not enough history to project Fall 2026.
Grade distribution · % of letter grades
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AB
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BC
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Grades over time
Through Fall 2025
More grade details Grade mix, volume & source data
Not enough comparable courses for Fall 2026 in UW–Madison.
Sources & history
UW–Madison
Catalog & offerings
Descriptions, prerequisites, and recorded course offerings.
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Selected offering source records
Maximum Likelihood Estimation
Recorded 2026-09-07Raw records
[
{
"run_id": "20260907T155543-ce3781c4",
"semester": "1272",
"observed_at": "2026-09-07 15:55:43.033547+00:00",
"offering_id": "1272:778:016048",
"course_id": "POLISCI 818",
"course_uid": "course_9947f9fb5134c87cfa7bdef3",
"term_id": "1272",
"source_course_id": "016048",
"source_subject_id": "778",
"title": "Maximum Likelihood Estimation",
"credits_min": 3,
"credits_max": 3,
"typically_offered": "Occasionally"
}
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Madgrades
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Explore recorded gradesModel 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": "05c3485c2b0c3e6569934e65881d3ef5b56aa956248b9cdf22465b00b98af805",
"requirements_status": "needs_review",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}