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dc.contributor.authorMathai, Arak M.
dc.contributor.authorProvost, Serge B.
dc.contributor.authorHaubold, Hans J.
dc.date.accessioned2022-11-19T04:03:28Z
dc.date.available2022-11-19T04:03:28Z
dc.date.issued2022
dc.date.submitted2022-11-18T14:20:57Z
dc.identifierONIX_20221118_9783030958640_49
dc.identifierhttps://library.oapen.org/handle/20.500.12657/59381
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/93966
dc.description.abstractThis book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book features an in-depth treatment of theory with a fair balance of applied coverage, and a classroom lecture style so that the learning process feels organic. It also contains original results, with the goal of driving research conversations forward. This will be particularly useful for researchers working in machine learning, biomedical signal processing, and other fields that increasingly rely on complex random variables to model complex-valued data. It can also be used in advanced courses on multivariate analysis. Numerous exercises are included throughout.
dc.languageEnglish
dc.rightsopen access
dc.subject.classificationthema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statisticsen_US
dc.subject.classificationthema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematicsen_US
dc.subject.classificationthema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physicsen_US
dc.subject.othermultivariate statistical analysis
dc.subject.othermathematical statistics
dc.subject.othercomplex domain
dc.subject.othermatrix-variate
dc.subject.otherGaussian distributions
dc.subject.otherWishart distribution
dc.subject.othertype-1 distributions
dc.subject.othertype-2 distributions
dc.subject.otherfactor analysis
dc.subject.otherclassifications
dc.subject.othercluster
dc.subject.otherprofile analyses
dc.titleMultivariate Statistical Analysis in the Real and Complex Domains
dc.typebook
oapen.identifier.doi10.1007/978-3-030-95864-0
oapen.relation.isPublishedBy9fa3421d-f917-4153-b9ab-fc337c396b5a
oapen.relation.isbn9783030958640
oapen.imprintSpringer International Publishing
oapen.pages912
oapen.place.publicationCham


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open access
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