| dc.contributor.author | Taskinen, Sara | |
| dc.contributor.author | Sirkiä, Seija | |
| dc.contributor.author | Oja, Hannu | |
| dc.date.accessioned | 2012-11-30T11:37:00Z | |
| dc.date.available | 2012-11-30T11:37:00Z | |
| dc.date.issued | 2007 | |
| dc.identifier.citation | Taskinen, S., Sirkiä, S., & Oja, H. (2007). Independent component analysis based on symmetrised scatter matrices. <i>Comput. Statist. Data Anal.</i>, <i>51</i>(10), 5103-5111. <a href="https://doi.org/10.1016/j.csda.2006.07.010" target="_blank">https://doi.org/10.1016/j.csda.2006.07.010</a> | |
| dc.identifier.other | CONVID_16913485 | |
| dc.identifier.other | TUTKAID_25747 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/40493 | |
| dc.description.abstract | A new method for separating the mixtures of independent sources has been proposed recently in [Oja et al. (2006). Scatter matrices and independent component analysis. Austrian J. Statist., to appear]. This method is based on two scatter matrices with the so-called independence property. The corresponding method is now further examined. Simple simulation studies are used to compare the performance of so-called symmetrised scatter matrices in solving the independence component analysis problem. The results are also compared with the classical FastICA method. Finally, the theory is illustrated by some examples. | fi |
| dc.language.iso | eng | |
| dc.publisher | Elsevier | |
| dc.relation.ispartofseries | Comput. Statist. Data Anal. | |
| dc.subject.other | ICA | |
| dc.subject.other | hajontamatriisit | |
| dc.title | Independent component analysis based on symmetrised scatter matrices | |
| dc.type | article | |
| dc.identifier.urn | URN:NBN:fi:jyu-201211293130 | |
| dc.contributor.laitos | Matematiikan ja tilastotieteen laitos | fi |
| dc.contributor.laitos | Department of Mathematics and Statistics | en |
| dc.contributor.oppiaine | Tilastotiede | fi |
| dc.contributor.oppiaine | Statistics | en |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | |
| dc.date.updated | 2012-11-29T10:40:20Z | |
| dc.type.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
| dc.description.reviewstatus | peerReviewed | |
| dc.format.pagerange | 5103-5111 | |
| dc.relation.issn | 0167-9473 | |
| dc.relation.numberinseries | 10 | |
| dc.relation.volume | 51 | |
| dc.type.version | submittedVersion | |
| dc.rights.copyright | © Elsevier. This is a pre-print version of an article whose final and definitive form has been published by Elsevier. | |
| dc.rights.accesslevel | openAccess | fi |
| dc.relation.doi | 10.1016/j.csda.2006.07.010 | |
| dc.type.okm | A1 | |
