Extensions of Undirected and Acyclic, Directed Graphical Models

Abstract

The use of acycl ic , d i rec ted graphs (of ten ca l led 'DAG's) to s imul taneous ly represent causa l hypotheses and to encode independence and conditional independence constraints associated with those hypotheses has proved fruitful in the construction of expert systems, in the development of efficient updating algorithms (Pearl, 1988, Lauritzen et al… (More)

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