Practical Approaches to Principal Component Analysis in the Presence of Missing Values

Alexander Ilin, Tapani Raiko

    Research output: Working paperProfessional

    Original languageEnglish
    Place of PublicationEspoo
    Pagesv, 37 p.
    ISBN (Electronic)978-951-22-9482-4
    Publication statusPublished - 2008
    MoE publication typeD4 Published development or research report or study

    Publication series

    NameTKK reports in information and computer science
    PublisherTeknillinen korkeakoulu
    No.6; TKK-ICS-R6
    ISSN (Print)1797-5034
    ISSN (Electronic)1797-5042


    • missing values
    • overfitting
    • principal component analysis (PCA)
    • regularization
    • variational Bayes

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