{ "_id": "6a10235aacfb0bcc41c8d616", "Package": "AdaptGauss", "Type": "Package", "Title": "Gaussian Mixture Models (GMM)", "Version": "1.5.8", "Date": "2022-10-15", "Authors@R": "c(person(\"Michael\", \"Thrun\", email= \"m.thrun@gmx.net\",role=c(\"aut\",\"cre\"), comment = c(ORCID = \"0000-0001-9542-5543\")),person(\"Onno\", \"Hansen-Goos\",role=c(\"aut\",\"rev\")),person(\"Rabea\", \"Griese\",role=c(\"ctr\",\"ctb\")),person(\"Catharina\", \"Lippmann\",role=c(\"ctr\")),person(\"Florian\", \"Lerch\",role=c(\"ctb\",\"rev\")),person(\"Quirin\", \"Stier\",role=c(\"ctb\",\"rev\")),person(\"Jorn\", \"Lotsch\",role=c(\"dtc\",\"rev\",\"fnd\",\"ctb\")),person(\"Alfred\", \"Ultsch\",role=c(\"aut\",\"cph\",\"ths\")))", "Maintainer": "Michael Thrun ", "Description": "Multimodal distributions can be modelled as a mixture of\ncomponents. The model is derived using the Pareto Density\nEstimation (PDE) for an estimation of the pdf. PDE has been\ndesigned in particular to identify groups/classes in a dataset.\nPrecise limits for the classes can be calculated using the\ntheorem of Bayes. Verification of the model is possible by QQ\nplot, Chi-squared test and Kolmogorov-Smirnov test. The package\nis based on the publication of Ultsch, A., Thrun, M.C.,\nHansen-Goos, O., Lotsch, J. 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