Causal analysis, Correlation-Response, and Dynamic cavity
| dc.contributor | Aalto-yliopisto | fi |
| dc.contributor | Aalto University | en |
| dc.contributor.author | Aurell, Erik | |
| dc.contributor.author | Ferraro, Gino Del | |
| dc.contributor.department | Department of Computer Science | en |
| dc.contributor.department | Department of Applied Physics | en |
| dc.contributor.groupauthor | Centre of Excellence in Computational Inference, COIN | en |
| dc.contributor.groupauthor | Professorship Kaski Samuel | en |
| dc.contributor.organization | KTH Royal Institute of Technology | |
| dc.date.accessioned | 2017-05-03T11:42:49Z | |
| dc.date.available | 2017-05-03T11:42:49Z | |
| dc.date.issued | 2016-04-06 | |
| dc.description.abstract | The purpose of this note is to point out analogies between causal analysis in statistics and the correlation-response theory in statistical physics. It is further shown that for some systems the dynamic cavity offers a way to compute the stationary state of a non-equilibrium process effectively, which could then be taken an alternative starting point of causal analysis. | en |
| dc.description.version | Peer reviewed | en |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Aurell, E & Ferraro, G D 2016, 'Causal analysis, Correlation-Response, and Dynamic cavity', Journal of Physics: Conference Series, vol. 699, no. 1, 012002, pp. 1-12. https://doi.org/10.1088/1742-6596/699/1/012002 | en |
| dc.identifier.doi | 10.1088/1742-6596/699/1/012002 | |
| dc.identifier.issn | 1742-6588 | |
| dc.identifier.issn | 1742-6596 | |
| dc.identifier.other | PURE UUID: 34acd7d6-3a15-4dfe-8237-917cf0ebd286 | |
| dc.identifier.other | PURE ITEMURL: https://research.aalto.fi/en/publications/34acd7d6-3a15-4dfe-8237-917cf0ebd286 | |
| dc.identifier.other | PURE LINK: http://www.scopus.com/inward/record.url?scp=84964835185&partnerID=8YFLogxK | |
| dc.identifier.other | PURE FILEURL: https://research.aalto.fi/files/11454462/Aurell_2016_J._Phys._Conf._Ser._699_012002.pdf | |
| dc.identifier.uri | https://aaltodoc.aalto.fi/handle/123456789/25353 | |
| dc.identifier.urn | URN:NBN:fi:aalto-201705033754 | |
| dc.language.iso | en | en |
| dc.publisher | Institute of Physics Publishing | |
| dc.relation.ispartofseries | Journal of Physics: Conference Series | en |
| dc.relation.ispartofseries | Volume 699, issue 1, pp. 1-12 | en |
| dc.rights | openAccess | en |
| dc.title | Causal analysis, Correlation-Response, and Dynamic cavity | en |
| dc.type | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä | fi |
| dc.type.version | publishedVersion |