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» The Structure of First-Order Causality
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NMR
2004
Springer
14 years 28 days ago
The structural model interpretation of the NESS test
Within the law, the traditional test for attributing causal responsibility is the counterfactual “but-for” test, which asks whether the injury complained of would have occurre...
Richard A. Baldwin, Eric Neufeld
ECSQARU
2001
Springer
14 years 2 days ago
Caveats for Causal Reasoning with Equilibrium Models
In this paper we examine the ability to perform causal reasoning with equilibrium models. We explicate a postulate, which we term the Manipulation Postulate, that is required in o...
Denver Dash, Marek J. Druzdzel
FUIN
2008
124views more  FUIN 2008»
13 years 7 months ago
Causal Semantics of Algebraic Petri Nets distinguishing Concurrency and Synchronicity
In this paper, we show how to obtain causal semantics distinguishing "earlier than" and "not later than" causality between events from algebraic semantics of Pe...
Gabriel Juhás, Robert Lorenz, Sebastian Mau...
ACSD
2006
IEEE
106views Hardware» more  ACSD 2006»
14 years 1 months ago
Synchronous + Concurrent + Sequential = Earlier than + Not later than
In this paper, we show how to obtain causal semantics distinguishing ”earlier than” and ”not later than” causality between events from algebraic semantics of Petri nets. J...
Gabriel Juhás, Robert Lorenz, Sebastian Mau...
AAAI
2006
13 years 9 months ago
A Characterization of Interventional Distributions in Semi-Markovian Causal Models
We offer a complete characterization of the set of distributions that could be induced by local interventions on variables governed by a causal Bayesian network of unknown structu...
Jin Tian, Changsung Kang, Judea Pearl