On the classes of causal networks, identifiable by simple independence tests

We tackle some theoretical problems of constraint-based approach to causal network inference from data (without prior restrictions). Our interest is to recover a model structure from independence tests of zero and first rank only. Class of 1-identifiable causal structures is defined. An idea to reco...

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Datum:2018
1. Verfasser: Balabanov, O.S.
Format: Artikel
Sprache:Ukrainian
Veröffentlicht: Інститут програмних систем НАН України 2018
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Online Zugang:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/281
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Назва журналу:Problems in programming
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Problems in programming