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JMLR Workshop and Conference Proceedings
Volume 12: Causality in Time Series

Neural Information Processing Systems (NIPS) Mini-Symposium on Causality in Time Series
December 10, 2009, Vancouver, Canada

Editors: Florin Popescu and Isabelle Guyon
Linking Granger Causality and the Pearl Causal Model with Settable Systems.
Halbert White, Karim Chalak and Xun Lu ; 12:1-29, 2011.
[abs] [pdf]

Robust Statistics for Describing Causality in Multivariate Time Series.
Florin Popescu ; 12:30-64, 2011.
[abs] [pdf]

Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data.
Alard Roebroeck, Anil K. Seth, Pedro Valdes-Sosa ; 12:65-94, 2011.
[abs] [pdf]

Causal Search in Structural Vector Autoregressive Models.
Alessio Moneta, Nadine Chlass, Doris Entner, Patrik Hoyer ; 12:95-114, 2011.
[abs] [pdf]

Time Series Analysis with the Causality Workbench.
Isabelle Guyon, Alexander Satnikov, Constantin Aliferis ; 12:115-139, 2011.
[abs] [pdf]


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