URL: https://bioconductor.org/packages/release/bioc/html/pcaMethods.html
Proper Citation: pcaMethods (RRID:SCR_024252)
Description: Software R package providing PCA methods for incomplete data. Provides Bayesian PCA, Probabilistic PCA, Nipals PCA, Inverse Non-Linear PCA and conventional SVD PCA. Cluster based method for missing value estimation is included for comparison. BPCA, PPCA and NipalsPCA may be used to perform PCA on incomplete data as well as for accurate missing value estimation.
Synonyms: pcamethods
Resource Type: software resource, software toolkit
Defining Citation: PMID:17344241
Keywords: PCA methods for incomplete data, missing value estimation,
Availability: Free, Available for download, Freely available,
Resource Name: pcaMethods
Resource ID: SCR_024252
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