Volume 12: NIPS Mini-Symposium on Causality in Time Series, 10 December 2009, Vancouver, Canada


Editors: Florin Popescu, Isabelle Guyon


Linking Granger Causality and the Pearl Causal Model with Settable Systems

Halbert White, Karim Chalak, Xun Lu ; PMLR 12:1-29

Robust Statistics for Describing Causality in Multivariate Time Series.

Florin Popescu ; PMLR 12:30-64

Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data.

Alard Roebroeck, Anil K. Seth, Pedro Valdes-Sosa ; PMLR 12:65-94

Causal Search in Structural Vector Autoregressive Models

Alessio Moneta, Nadine Chlass, Doris Entner, Patrik Hoyer ; PMLR 12:95-114

Time Series Analysis with the Causality Workbench

Isabelle Guyon, Alexander Satnikov, Constantin Aliferis ; PMLR 12:115-139

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