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Journal Article

On stochastic conditional independence: the problems of characterization and description

Studený Milan

: Annals of Mathematics and Artificial Intelligence vol.35, p. 323-341

: CEZ:AV0Z1075907

: GA201/01/1482, GA ČR, IAA1075104, GA AV ČR

: conditional indepencence, chain graphs, structural imsets

(eng): The topic of this survey are structures of stochastic conditional independence (CI). The basic formal properties of CI are recapitulated and the problem of axiomatic characterization of CI models is mentioned. Classic graphical methods of description of these structures are recalled, in particular the method which uses chain graphs. A certain method of description of stochastic CI structures which uses non-graphical tools called 'structural imsets' is outlined.

: 12A

: BA

07.01.2019 - 08:39