PLNmodels 1.2.2
  • Reference
  • Slideshow on PLN
  • Vignettes
    • The trichoptera data set
    • Data importation in PLNmodels
    • PLN: Multivariate Poisson regression
    • PLNPCA: Dimension Reduction
    • PLNnetwork: sparse structure inference
    • PLNLDA: Discriminant Analysis
    • PLNmixture: Model-based clustering for counts
  • Changelog

Articles

All vignettes

Data importation in PLNmodels
Analyzing multivariate count data with the Poisson log-normal model
Supervized classification of multivariate count table with the Poisson discriminant Analysis
Clustering of multivariate count data with PLN-mixture
Sparse structure estimation for multivariate count data with PLN-network
Dimension reduction of multivariate count data with PLN-PCA
Description of the Trichoptera data set

Developed by Julien Chiquet, Mahendra Mariadassou, Stéphane Robin, François Gindraud.

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