Reasoning about Causal Effects of Regulation and Legislation on Interconnected Markets
| dc.contributor.author | Legat, Christoph | |
| dc.contributor.author | Seebacher, Uwe | |
| dc.contributor.author | Brunner, Dominik | |
| dc.contributor.editor | Klein, Maike | |
| dc.contributor.editor | Krupka, Daniel | |
| dc.contributor.editor | Winter, Cornelia | |
| dc.contributor.editor | Wohlgemuth, Volker | |
| dc.date.accessioned | 2023-11-29T14:50:25Z | |
| dc.date.available | 2023-11-29T14:50:25Z | |
| dc.date.issued | 2023 | |
| dc.description.abstract | Regulatory interventions have far-reaching implications beyond the directly affected market, creating dependencies and interconnections among various markets. Understanding the causal effects and dependencies between different markets arising from regulatory actions is crucial for policymakers, industry stakeholders, and researchers. This paper presents a novel causal effect model specifically designed to reason about the impact of regulation and legislation, with a specific focus on the dependencies between different markets beyond the one directly affected by regulation. The proposed model provides a comprehensive framework for analyzing the consequences of regulatory interventions across interconnected markets. By employing advanced causal inference techniques, the model enables the identification and quantification of the causal effects that emerge between markets due to regulatory actions. | en |
| dc.identifier.doi | 10.18420/inf2023_201 | |
| dc.identifier.isbn | 978-3-88579-731-9 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/43132 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | INFORMATIK 2023 - Designing Futures: Zukünfte gestalten | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-337 | |
| dc.subject | Regulation | |
| dc.subject | Interconnected Markets | |
| dc.subject | Causal Effects | |
| dc.subject | Effect Analysis | |
| dc.subject | Prediction | |
| dc.title | Reasoning about Causal Effects of Regulation and Legislation on Interconnected Markets | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 2024 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 2015 | |
| gi.conference.date | 26.-29. September 2023 | |
| gi.conference.location | Berlin | |
| gi.conference.sessiontitle | Wirtschaft, Management Industrie - 8th Industrial Automation and Control Systems Standardization Workshop (IACS 2023) |
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