glmpca

Dimension Reduction of Non-Normally Distributed Data

CRAN Package

Implements a generalized version of principal components analysis (GLM-PCA) for dimension reduction of non-normally distributed data such as counts or binary matrices. Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) doi:10.1186/s13059-019-1861-6. Townes FW (2019) doi:10.48550/arXiv.1907.02647.


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