Biplots Estimation with Algorithms ML

Logistic Biplot is a method that allows representing multivariate binary data on a subspace of low dimension, where each individual is represented by a point and each variable as vectors directed through the origin. The orthogonal projection of individuals onto these vectors predicts the expected probability that the characteristic occurs. The package contains new techniques to estimate the model parameters and constructs in each case the 'Logistic-Biplot'. References can be found in the help of each procedure.


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Reference manual

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install.packages("BiplotML")

1.0.1 by Jose Giovany Babativa-Marquez, 4 months ago


https://github.com/jgbabativam/BiplotML


Report a bug at https://github.com/jgbabativam/BiplotML/issues


Browse source code at https://github.com/cran/BiplotML


Authors: Jose Giovany Babativa-Marquez [cre, aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Depends on optimr, optimx, shapes

Suggests testthat, knitr, rmarkdown, RSpectra, dplyr, tidyr, ggplot2, ggrepel, pracma, mvtnorm


See at CRAN