AdaptGauss

R package AdaptGauss: Gaussian Mixture Models (GMM). Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes. Verification of the model is possible by QQ plot, Chi-squared test and Kolmogorov-Smirnov test.

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References in zbMATH (referenced in 1 article )

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  1. Thrun, Michael C.; Ultsch, Alfred: Swarm intelligence for self-organized clustering (2021)