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Foundations and New Horizons for Causal Inference

dc.date.accessioned2020-06-17T09:19:05Z
dc.date.available2020-06-17T09:19:05Z
dc.date.issued2019
dc.identifier.urihttp://publications.mfo.de/handle/mfo/3758
dc.description.abstractWhile causal inference is established in some disciplines such as econometrics and biostatistics, it is only starting to emerge as a valuable tool in areas such as machine learning and artificial intelligence. The mathematical foundations of causal inference are fragmented at present. The aim of the workshop "Foundations and new horizons for causal inference" was to unify existing approaches and mathematical foundations as well as exchange ideas between different fields. We regard this workshop as successful in that it brought together researchers from different disciplines who were able to learn from each other not only about different formulations of related problems, but also about solutions and methods that exist in the different fields.
dc.titleFoundations and New Horizons for Causal Inference
dc.rights.licenseDieses Dokument darf im Rahmen von § 53 UrhG zum eigenen Gebrauch kostenfrei heruntergeladen, gelesen, gespeichert und ausgedruckt, aber nicht im Internet bereitgestellt oder an Außenstehende weitergegeben werden.de
dc.rights.licenseThis document may be downloaded, read, stored and printed for your own use within the limits of § 53 UrhG but it may not be distributed via the internet or passed on to external parties.en
dc.identifier.doi10.14760/OWR-2019-25
local.series.idOWR-2019-25
local.subject.msc62
local.subject.msc68
local.subject.msc05
local.date-range26 May - 01 Jun 2019
local.workshopcode1922
local.workshoptitleFoundations and New Horizons for Causal Inference
local.organizersNicolai Meinshausen, Zürich; Jonas Peters, Copenhagen; Thomas Richardson, Seattle; Bernhard Schölkopf, Tübingen
local.report-nameWorkshop Report 2019,25
local.opc-photo-id1922
local.publishers-doi10.4171/OWR/2019/25
local.ems-referenceMeinshausen Nicolai, Peters Jonas, Richardson Thomas, Schölkopf Bernhard: Foundations and new horizons for causal inference. Oberwolfach Rep. 16 (2019), 1499-1571. doi: 10.4171/OWR/2019/25


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