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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, Chisquared test and KolmogorovSmirnov test. The package is based on the publication of Ultsch, A., Thrun, M.C., HansenGoos, O., Lotsch, J. (2015)
Package details 


Author  Michael Thrun, Onno HansenGoos, Rabea Griese, Catharina Lippmann, Florian Lerch, Jorn Lotsch, Alfred Ultsch 
Date of publication  20170315 17:12:21 
Maintainer  Florian Lerch <[email protected]> 
License  GPL3 
Version  1.3.3 
URL  https://www.unimarburg.de/fb12/datenbionik/softwareen 
Package repository  View on CRAN 
Installation 
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