294 search results - page 1 / 59 » Identifying Conditional Causal Effects |
UAI
2004
13 years 6 months ago
2004
This paper concerns the assessment of the effects of actions from a combination of nonexperimental data and causal assumptions encoded in the form of a directed acyclic graph in w...
AAAI
2004
13 years 6 months ago
2004
This paper concerns the assessment of linear cause-effect relationships from a combination of observational data and qualitative causal structures. The paper shows how techniques ...
UAI
2008
13 years 6 months ago
2008
We address the problem of identifying dynamic sequential plans in the framework of causal Bayesian networks, and show that the problem is reduced to identifying causal effects, fo...
AAAI
2012
11 years 7 months ago
2012
The study of transportability aims to identify conditions under which causal information learned from experiments can be reused in a different environment where only passive obser...
AI
2004
Springer
13 years 4 months ago
2004
Springer
In this paper we present a new approach to reason about actions and causation which is based on a conditional logic. The conditional implication is interpreted as causal implicati...