NIPS Workshop on Causality: Objectives and Assessment, Whistler 2008

Beware of the DAG!

author: Phil Dawid, University of Cambridge
published: Dec. 20, 2008, recorded: December 2008, views: 440

Slides

Slides
0:00	CAUSAL DISCOVERY - Beware of the DAG!
1:20	Seeing and Doing
3:14	Seeing
4:13	Properties of CI
5:30	Graphical Representation
7:44	Example
9:23	Points to Remember
11:47	Doing
13:17	Reification (1)
15:49	Reification (2)
16:52	With intervention indicators
17:23	Intuition and Formality
17:48	Instrumental variable
19:12	When can we just add intervention variables?
20:24	A way ahead?

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