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BIOSTAT 125The Science of Why: Causal Inference for Public Health

Biostatistics · 4 units · Undergraduate upper division (100-199)

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Introduction to the foundations of causal inference in public health and medical sciences, focusing on the distinction between association and causation. Topics include critical evaluation of causal claims, experimental and observational study designs, causal diagrams, identification strategies, and the application and evaluation of causal inference foundational concepts in public health and medical research.

P/NP or letter grading.

When it runs

  • Spring 2026
  • Spring 2027

Scheduled, not typical — from UCLA’s Schedule of Classes, which publishes Fall 2025 through Spring 2027 and nothing before it.

Requisites

Official UCLA wording

Requisite: course 100 or 120 or Statistics 100A and 100B.

BruinTree reads · Prerequisite

confidence 1.00 · from UCLA’s structured data
one of
  • BIOSTAT 100
  • BIOSTAT 120
  • all of
    • STATS 100A
    • STATS 100B

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About BIOSTAT 125. We read UCLA’s requisite wording by machine, and it gets things wrong.

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Requires

Everything that has to come before this course, not just the courses named in the requisite above.

BIOSTAT 125

  • BIOSTAT 100Introduction to Biostatistics
  • BIOSTAT 120Biostatistics in Public Health
  • STATS 100AIntroduction to Probability
    • MATH 32BCalculus of Several Variables
      • MATH 31BIntegration and Infinite Series1 more beneath
      • MATH 32ACalculus of Several Variables1 more beneath
    • MATH 33ALinear Algebra and Applications
      • MATH 3BCalculus for Life Sciences Students1 more beneath
      • MATH 31BIntegration and Infinite Seriesanother path to it
      • MATH 32ACalculus of Several Variablesanother path to it
  • STATS 100BIntroduction to Mathematical Statistics
    • MATH 170AProbability Theory I
      • MATH 32BCalculus of Several Variablesanother path to it
      • MATH 33ALinear Algebra and Applicationsanother path to it
      • MATH 131AAnalysis1 more beneath
    • STATS 100AIntroduction to Probabilityanother path to it
    • MATH 170EIntroduction to Probability and Statistics 1: Probability
      • MATH 32BCalculus of Several Variablesanother path to it

4 direct requisites. Showing 18 courses over 3 levels; the branches marked with a count carry on past it. Every course here opens its own tree.

Unlocks

What this course is a requisite for, and what those courses lead to in turn.

No course in the catalog lists this as a requisite.