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» Introduction to Causal Inference
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JMLR
2011
187views more  JMLR 2011»
13 years 5 months ago
Robust Statistics for Describing Causality in Multivariate Time Series
A widely agreed upon definition of time series causality inference, established in the seminal 1969 article of Clive Granger (1969), is based on the relative ability of the histor...
Florin Popescu
SYNTHESE
2008
92views more  SYNTHESE 2008»
13 years 10 months ago
Explanatory warrant for scientific realism
Nancy Cartwright relies upon an inference pattern known as inference to the best causal explanation (IBCE) to support a limited form of entity realism, according to which we are wa...
Robert Pierson, Richard Reiner
FLAIRS
2010
14 years 1 months ago
Commonsense Inference in Dynamic Spatial Systems: Epistemological Requirements
We demonstrate the role of commonsense inference toward the modeling of qualitative notions of space and spatial change within a dynamic setup. The inference patterns are connecte...
Mehul Bhatt
ESOP
2009
Springer
14 years 2 months ago
Type-Based Automated Verification of Authenticity in Cryptographic Protocols
Gordon and Jeffrey have proposed a type and effect system for checking authenticity in cryptographic protocols. The type system reduces the protocol verification problem to the typ...
Daisuke Kikuchi, Naoki Kobayashi
UAI
2008
14 years 8 days ago
Efficient Inference in Persistent Dynamic Bayesian Networks
Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interve...
Tomás Singliar, Denver Dash