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Resource Name
pcaMethods
RRID:SCR_024252 RRID Copied      
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pcaMethods (RRID:SCR_024252)
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Resource Information

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 toolkit, software resource

Defining Citation: PMID:17344241

Keywords: PCA methods for incomplete data, missing value estimation,

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