142 search results - page 3 / 29 » Introduction to Causal Inference |
JMLR
2010
13 years 23 days ago
2010
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
COGSCI
2004
13 years 5 months ago
2004
Previous research suggests that children can infer causal relations from patterns of events. However, what appear to be cases of causal inference may simply reduce to children rec...
SG
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. Bayesian nets (BNs) appeared in the 1980s as a solution to computational and representational problems encountered in knowledge representation of uncertain information. S...
IVA
2005
Springer
13 years 11 months ago
2005
Springer
Causality is a central issue in many AI applications. Social causality, in contrast to physical causality, seeks to attribute cause and responsibility to social events, and account...
KSEM
2007
Springer
14 years 3 days ago
2007
Springer
We define an inference system to capture explanations based on causal statements, using an ontology in the form of an IS-A hierarchy. We first introduce a simple logical language...