{ "_id": "6ad5cb01d423e4b0c576c6d2", "Package": "GFA", "Type": "Package", "Title": "Group Factor Analysis", "Version": "1.0.5", "Date": "2023-10-21", "Authors@R": "c(person(\"Eemeli\", \"Leppäaho\", role = c(\"aut\",\"cre\"),\nemail = \"eemeli.leppaaho@gmail.com\"),\nperson(\"Seppo\", \"Virtanen\", role = c(\"aut\"),\nemail = \"s.virtanen@warwick.ac.uk\"),\nperson(\"Muhammad\", \"Ammad-ud-din\", role = \"ctb\",\nemail = \"muhammad.ammad-ud-din@aalto.fi\"),\nperson(\"Suleiman A\", \"Khan\", role = \"ctb\",\nemail = \"suleiman.khan@helsinki.fi\"),\nperson(\"Tommi\", \"Suvitaival\", role = \"ctb\",\nemail = \"tsvv@steno.dk\"),\nperson(\"Inka\", \"Saarinen\", role = \"ctb\",\nemail = \"inka.saarinen@aalto.fi\"),\nperson(\"Samuel\", \"Kaski\", role = \"ctb\",\nemail = \"samuel.kaski@aalto.fi\"))", "Author": "Eemeli Leppäaho [aut, cre], Seppo Virtanen [aut], Muhammad\nAmmad-ud-din [ctb], Suleiman A Khan [ctb], Tommi Suvitaival\n[ctb], Inka Saarinen [ctb], Samuel Kaski [ctb]", "Maintainer": "Eemeli Leppäaho ", "Description": "Factor analysis implementation for multiple data sources,\ni.e., for groups of variables. The whole data analysis pipeline\nis provided, including functions and recommendations for data\nnormalization and model definition, as well as missing value\nprediction and model visualization. The model group factor\nanalysis (GFA) is inferred with Gibbs sampling, and it has been\npresented originally by Virtanen et al. (2012), and extended in\nKlami et al. (2015) and Bunte\net al. 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