STATS M243

Logic, Causation, and Probability

Statistics · 4 units · Graduate courses (200-299)

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(Same as Epidemiology M204.) Principles of deductive logic and causal logic using counterfactuals. Principles of probability logic and probabilistic induction. Causal probability logic using directed acyclic graphs.

S/U or letter grading.

When it runs

Not on the schedule for any of Fall 2025 through Spring 2027. UCLA publishes only that window, so this does not mean the course is gone — check the official listing.

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Requisites

Official UCLA wording
Preparation: two terms of statistics or probability and statistics. Recommended requisite: Epidemiology 200C.

BruinTree reads · Preparation

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BruinTree could not read this requirement — see UCLA’s wording above.

· could not read "two terms of statistics" (no course number found)
· could not read "probability" (no course number found)
· could not read "statistics" (no course number found)
· no course reference could be read from this requisite

BruinTree reads · Recommended

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EPIDEM 200C

Requires

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

STATS M243

EPIDEM 200CMethods III: Analysis
- EPIDEM 200AMethods I: Basic Concepts and Study Designs
- EPIDEM 200BMethods II: Prediction and Validity
  - EPIDEM 200AMethods I: Basic Concepts and Study Designsanother path to it

1 direct requisite. The whole upstream is here — 4 courses over 3 levels. 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.