Projected Refinement for Imputation of Missing Entries in PCA

Implements the primePCA algorithm, developed and analysed in Zhu, Z., Wang, T. and Samworth, R. J. (2019) High-dimensional principal component analysis with heterogeneous missingness. .


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install.packages("primePCA")

1.0 by Ziwei Zhu, 4 months ago


Browse source code at https://github.com/cran/primePCA


Authors: Ziwei Zhu , Tengyao Wang , Richard J. Samworth


Documentation:   PDF Manual  


Task views: Missing Data


GPL-3 license


Imports softImpute, Matrix, MASS, methods


See at CRAN