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Robust Methods for Data Reduction

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Title: Robust Methods for Data Reduction
Description: Robust Methods for Data Reduction gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, dou
Authors: Alessio Farcomeni, Luca Greco
Resource Type: eBook.
Subjects: Robust control, Data reduction--Computer programs, Dimension reduction (Statistics)
Categories: MATHEMATICS / Probability & Statistics / Multivariate Analysis, COMPUTERS / Data Science / Data Analytics
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
  – Type: ebook-epub
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  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 981310
RelevancyScore: 1064
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1063.91076660156
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  Data: Robust Methods for Data Reduction
– Name: Abstract
  Label: Description
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  Data: Robust Methods for Data Reduction gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, dou
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  Data: <searchLink fieldCode="AR" term="%22Alessio+Farcomeni%22">Alessio Farcomeni</searchLink><br /><searchLink fieldCode="AR" term="%22Luca+Greco%22">Luca Greco</searchLink>
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  Data: eBook.
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  Data: <searchLink fieldCode="DE" term="%22Robust+control%22">Robust control</searchLink><br /><searchLink fieldCode="DE" term="%22Data+reduction--Computer+programs%22">Data reduction--Computer programs</searchLink><br /><searchLink fieldCode="DE" term="%22Dimension+reduction+%28Statistics%29%22">Dimension reduction (Statistics)</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 658.562
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Robust control
        Type: general
      – SubjectFull: Data reduction--Computer programs
        Type: general
      – SubjectFull: Dimension reduction (Statistics)
        Type: general
    Titles:
      – TitleFull: Robust Methods for Data Reduction
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Alessio Farcomeni
      – PersonEntity:
          Name:
            NameFull: Luca Greco
      – PersonEntity:
          Name:
            NameFull: Alessio Farcomeni
      – PersonEntity:
          Name:
            NameFull: Luca Greco
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2015
            – D: 28
              M: 04
              Type: profile
              Y: 2015
          Identifiers:
            – Type: isbn-print
              Value: 9781466590625
            – Type: isbn-print
              Value: 9780367783518
            – Type: isbn-print
              Value: 9780367827779
            – Type: isbn-electronic
              Value: 9781466590632
            – Type: isbn-electronic
              Value: 9780429167966
            – Type: isbn-electronic
              Value: 9781040212363
          Titles:
            – TitleFull: Robust Methods for Data Reduction
              Type: main
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