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» A Theory of Inferred Causation
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KR
1991
Springer
14 years 2 months ago
A Theory of Inferred Causation
Judea Pearl, Thomas Verma
JMLR
2010
165views more  JMLR 2010»
13 years 5 months ago
Causal Inference
: 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...
Judea Pearl
ECSQARU
1999
Springer
14 years 3 months ago
A Critique of Inductive Causation
: In this paper we consider the problem of inducing causal relations from statistical data. Although it is well known that a correlation does not justify the claim of a causal rela...
Christian Borgelt, Rudolf Kruse
KR
2004
Springer
14 years 4 months ago
Causation and Causal Conditionals
Causation is defined recursively: event e is the cause of condition φ in context c iff e is the only sufficient cause of φ in c, and removing e from c either removes φ from c...
John Bell
IDT
2010
124views more  IDT 2010»
13 years 9 months ago
Modelling decision making with probabilistic causation
Humans know how to reason based on cause and effect, but cause and effect is not enough to draw conclusions due to the problem of imperfect information and uncertainty. To resol...
Luís Moniz Pereira, Carroline Kencana Ramli