Carlos Santos's Library tagged causality →  View Popular

According to Shalizi, Pearl makes a summary of everything he knows about causality

ftp.cs.ucla.edu/...r350.pdf - Preview

Causality by:JudeaPearl via:cshalizi

Pointers to the relevant posts. Reading Gelman's posts on this made me realize that I have a lot of ground to cover before I even start understanding causality.

people.csail.mit.edu/...gelman-pearl-debate.html - Preview

Causality JudeaPearl AndrewGelman for:mirwox via:arthegall

Notions of minimal sufficient causation are incorporated within the directed acyclic graph causal framework. Doing so allows for the graphical representation of sufficient causes and minimal sufficient causes on causal directed acyclic graphs while maintaining all of the properties of causal directed acyclic graphs. This in turn provides a clear theoretical link between two major conceptualizations of causality: one counterfactual-based and the other based on a more mechanistic understanding of causation. The theory developed can be used to draw conclusions about the sign of the conditional covariances among variables.

projecteuclid.org/DPubS - Preview

causality via:cshalizi

genomebiology.com/R219 - Preview

bioinformatics generegulation causality

www.iq.harvard.edu/...follow-up_on_ro.shtml - Preview

statistics ai causality via:arthegall faithfulness generegulation graphicalmodels bioinformatics

clopinet.com/...MLSS08 - Preview

MachineLearning FeatureSelection course toread causality

arxiv.org/0812.4373 - Preview

causality entropy DynamicalSystems via:cshalizi

www.phil.cmu.edu/tetrad - Preview

GraphicalModels via:cshalizi tetrad causal causality modeling statistics research

clopinet.com/...Causality_Reading_Group.html - Preview

via:mirwox causality GraphicalModels MachineLearning

www.freedom-to-tinker.com/?p=1302 - Preview

Causality DataAnalysis wired review

bayes.cs.ucla.edu/...book-toc.html - Preview

bayes MachineLearning bayesian BayesNets mathematics book Causality probability ebooks graphicalmodels statistics logic

www.dataweb.nl/...Index.html - Preview

Causality economics GraphicalModels statistics book

www.cmu.edu/...enter_causal.html - Preview

course education learning lectures open science teaching online Causality GraphicalModels

www.phil.cmu.edu/...causality-lab - Preview

bayesian causality education GraphicalModels probabilistic tutorial java

singapore.cs.ucla.edu/jp_home.html - Preview

causality JudeaPearl