The idm Package: Incremental Decomposition Methods in R

The idm Package: Incremental Decomposition Methods in R

In modern applications large amounts of data are produced at a high rate and are characterized by relationship structures changing over time. Principal component analysis (PCA) and multiple correspondence analysis (MCA) are well established dimension reduction methods to explore relationships within...

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Bibliographic Details
Main Authors: Alfonso Iodice D'Enza, Angelos Markos, Davide Buttarazzi
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2018-09-01
Series:Journal of Statistical Software
Subjects:
singular value decomposition
dimensionality reduction
principal component analysis
correspondence analysis
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2632

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