10 search results - page 1 / 2 » Causal Reasoning with Ancestral Graphs |
JMLR
2008
13 years 4 months ago
2008
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
JMLR
2010
12 years 11 months ago
2010
In time series analysis, inference about causeeffect relationships among multiple times series is commonly based on the concept of Granger causality, which exploits temporal struc...
CORR
2012
Springer
12 years 16 days ago
2012
Springer
We present a novel approach to constraintbased causal discovery, that takes the form of straightforward logical inference, applied to a list of simple, logical statements about ca...
KES
1998
Springer
13 years 9 months ago
1998
Springer
Many events in the world occur with some quantity that shows a level of the occurrence. This paper discusses reasoning with the normalized level of the occurrence, which we call i...
13
Voted
CAV
2010
Springer
2010
Springer
Universal Causality Graphs: A Precise Happens-Before Model for Detecting Bugs in Concurrent Programs
13 years 6 months ago
Triggering errors in concurrent programs is a notoriously difficult task. A key reason for this is the behavioral complexity resulting from the large number of interleavings of op...