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Factor analysis implementation for multiple data sources, i.e., for groups of variables. The whole data analysis pipeline is provided, including functions and recommendations for data normalization and model definition, as well as missing value prediction and model visualization. The model group factor analysis (GFA) is inferred with Gibbs sampling, and it has been presented originally by Virtanen et al. (2012), and extended in Klami et al. (2015) <DOI:10.1109/TNNLS.2014.2376974> and Bunte et al. (2016) <DOI:10.1093/bioinformatics/btw207>; for details, see the citation info.

Type Size Name Uploaded Downloads Labels
conda 158.7 kB | noarch/r-gfa-1.0.4-r43h142f84f_0.tar.bz2  1 year and 10 days ago 19 main
conda 158.6 kB | noarch/r-gfa-1.0.3-r42h142f84f_0.tar.bz2  2 years and 6 months ago 61 main
conda 159.3 kB | noarch/r-gfa-1.0.3-r36h6115d3f_0.tar.bz2  4 years and 10 months ago 115 main

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