Projects with this topic
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mixKernel is a multiple kernel framework that allows to integrate multiple datasets of various types into a single analysis. The package is published on CRAN: https://cran.r-project.org/package=mixKernel
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This project is the source repository of the CRAN package 'SOMbrero' https://cran.r-project.org/package=SOMbrero.
The stochastic (also called on-line) version of the Self-Organising Map (SOM) algorithm is provided. Different versions of the algorithm are implemented, for numeric and relational data and for contingency tables as described, respectively, in Kohonen (2001) isbn:3-540-67921-9, Olteanu & Villa-Vialaneix (2005) doi:10.1016/j.neucom.2013.11.047 and Cottrell et al (2004) doi:10.1016/j.neunet.2004.07.010. The package also contains many plotting features (to help the user interpret the results), can handle (and impute) missing values and is delivered with a graphical user interface based on 'shiny'.
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Stage de formation : « Notions de base en statistiques ». https://umr-astre.pages.mia.inra.fr/training/notions_stats/
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Confidence intervals for a ratio of variables. https://umr-astre.pages.mia.inra.fr/confint_ratio/
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