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STATS 212

Graphical Models

University of California, Los Angeles 4 credits Statistics

Course Description

Lecture, three hours. Recommended requisite: course 200A. Introduction to graphical models with applications in statistical modeling, machine learning, and causal inference. Common graphical models, such as undirected graphs, directed acyclic graphs, and ancestral graphs, for modeling conditional independence and causality. Methods and theory for structure learning of graphical models from observational and experimental data. S/U or letter grading.

Code
STATS 212
Credits
4
Subject
Statistics

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