Fall 2026

Advanced Epidemiology: Causal Inference in Epidemiological Studies

POPHLTH 805 teaches advanced causal inference methods and specialized analytical tools for estimating causal effects in epidemiologic studies.

offering recorded3 credits
Recorded instructors · Fall 2026 Leonelo Bautista

Summary

1 / 3

Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2024: 3.67 GPA, 66.7% A/AB (n=3 letter grades); Fall 2025: 3.94 GPA, 93.8% A/AB (n=16 letter grades).

Grade history

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

Prerequisites

Course map

SOC/​POP HLTH 797 and POP HLTH 798

POPHLTH 805

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2024: 3.67 GPA, 66.7% A/AB (n=3 letter grades); Fall 2025: 3.94 GPA, 93.8% A/AB (n=16 letter grades).

Historical instructors & teaching patterns

LEONELO BAUTISTA is recorded teaching in Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, 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 2026

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SectionModeEnrolled / capacityWaitlist
LEC 001Classroom Instruction20 / 250

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

Meeting source records
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Student experience

the class

Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2024: 3.67 GPA, 66.7% A/AB (n=3 letter grades); Fall 2025: 3.94 GPA, 93.8% A/AB (n=16 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Causal effects estimation.
  • Advanced study designs and analytic tools.

Skills

  • Estimation of causal effects in epidemiologic studies.
  • Application of advanced study designs and analytic tools beyond standard experimental, case-control, and cohort approaches.

Grades

Latest available · Fall 2025— 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 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.

Catalog observation history

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

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Selected offering source records
POPHLTH 805 · Fall 2026

Advanced Epidemiology: Causal Inference in Epidemiological Studies

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": "1272:810:023768",
    "course_id": "POPHLTH 805",
    "course_uid": "course_c3b55782ac1ce8ab0f44f5c3",
    "term_id": "1272",
    "source_course_id": "023768",
    "source_subject_id": "810",
    "title": "Advanced Epidemiology: Causal Inference in Epidemiological Studies",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
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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.

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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": "b0ec1306aedd2f842844b3c0f826ddeac2f99497c4b919df2aad0018cb457950",
  "requirements_status": "needs_review",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}