Causal Analysis in Theory and Practice

October 7, 2010

Message from Judea Pearl

Filed under: Announcement,General — moderator @ 8:00 pm

Dear colleague in causality research,

This is a belated End-of-Summer greeting from the UCLA Causality blog, welcoming you back to an open discussion of causality-related issues. Below please find four new postings and three hot topics for discussion.

1.  New postings:

Three new papers and several lecture videos have been posted on our website.

1.1. Pearl and Bareinboim, “Transportability across studies: A formal approach,” October 2010.

http://ftp.cs.ucla.edu/pub/stat_ser/r372.pdf

The paper introduces a formal representation for encoding differences between populations and derives procedures for deciding whether (and how) causal effects in the target environment can be inferred from experimental findings in another.

1.2. J. Pearl, “The Causal Foundations of Structural Equation Modeling,” August 2010.

http://ftp.cs.ucla.edu/pub/stat_ser/r370.pdf

The paper summarizes how traditional SEM methods can be enriched by modern advances in causal and counterfactual inference.

Click here to the full post.

As always, we welcome your views on this topic. To continue the discussion, please use the comment link below to add your thoughts. You can also suggest a new topic of discussion using our submission form by clicking here.

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