Bayesian Nets Are All There Is To Causal Dependence


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SPOHN, Wolfgang, 2001. Bayesian Nets Are All There Is To Causal Dependence. In: MARIA CARLA GALAVOTTI, , ed. and others. Stochastic causality. Stanford:CSLI Publ., pp. 157-172. ISBN 1-57586-321-9

@incollection{Spohn2001Bayes-3550, title={Bayesian Nets Are All There Is To Causal Dependence}, year={2001}, number={131}, isbn={1-57586-321-9}, address={Stanford}, publisher={CSLI Publ.}, series={CSLI lecture notes}, booktitle={Stochastic causality}, pages={157--172}, editor={Maria Carla Galavotti}, author={Spohn, Wolfgang} }

<rdf:RDF xmlns:dcterms="" xmlns:dc="" xmlns:rdf="" xmlns:bibo="" xmlns:dspace="" xmlns:foaf="" xmlns:void="" xmlns:xsd="" > <rdf:Description rdf:about=""> <dspace:isPartOfCollection rdf:resource=""/> <dc:contributor>Spohn, Wolfgang</dc:contributor> <dc:date rdf:datatype="">2011-03-23T13:46:43Z</dc:date> <dcterms:bibliographicCitation>First publ. in: Stochastic causality / ed. by Maria Carla Galavotti ... - Stanford: CSLI Publ., 2001. - pp. 157-172. - (CSLI lecture notes ; 131) . - ISBN 1-57586-321-9</dcterms:bibliographicCitation> <dcterms:available rdf:datatype="">2011-03-23T13:46:43Z</dcterms:available> <dcterms:issued>2001</dcterms:issued> <dspace:hasBitstream rdf:resource=""/> <bibo:uri rdf:resource=""/> <dc:creator>Spohn, Wolfgang</dc:creator> <dcterms:abstract xml:lang="eng">The paper displays the similarity between the theory of probabilistic causation developed by Glymour et al. since 1983 and mine developed since 1976: the core of both is that causal graphs are Bayesian nets. The similarity extends to the treatment of actions or interventions in the two theories. But there is also a crucial difference. Glymour et al. take causal dependencies as primitive and argue them to behave like Bayesian nets under wide circumstances. By contrast, I argue the behavior of Bayesian nets to be ultimately the defining characteristic of causal dependence.</dcterms:abstract> <dc:rights>terms-of-use</dc:rights> <dcterms:rights rdf:resource=""/> <dcterms:isPartOf rdf:resource=""/> <dc:format>application/pdf</dc:format> <dcterms:title>Bayesian Nets Are All There Is To Causal Dependence</dcterms:title> <dc:language>eng</dc:language> <dcterms:hasPart rdf:resource=""/> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> </rdf:Description> </rdf:RDF>

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