Construction of Computational Casual Models (CMPT 874.3)

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Description

A mathematical language for causation and its relation to probability. Philosophical background. Pearl's causal variables, SGS models, and construction of models from data. Shafer's Causal events. Perception of causality from Michotte to the present. The metaphysics of Cheng models and their application. Actual causation. Visualizing causal models.

Prerequisite(s)

CMPT 812 or permission of the instructor.

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