Logic, Reasoning under Uncertainty and Causality

Details Logic, Reasoning under Uncertainty and Causality Logic, Reasoning under Uncertainty and Causality

2010-08-16

arxiv.org/abs/1008.2780v1

Mathematics

Statistics Theory

13 pages, 6 figures

Scientific paper

A simple framework for reasoning under uncertainty and intervention is introduced. This is achieved in three steps. First, logic is restated in set-theoretic terms to obtain a framework for reasoning under certainty. Second, this framework is extended to model reasoning under uncertainty. Finally, causal spaces are introduced and shown how they provide enough information to model knowledge containing causal information about the world.

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