Sparse Extended Analysis of Modules

Provides tools for comparing groups using sparse principal component analysis (SPCA). Includes functions for identifying and visualizing influential variables, assessing variable selection stability through bootstrapping, and exploring associations with clinical traits. SPCA is implemented using the method described in .


Reference manual

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install.packages("seam")

0.1.0 by Marketa Barac Makarova, 5 hours ago


https://github.com/marketa-makarova/seam


Report a bug at https://github.com/marketa-makarova/seam/issues


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


Authors: Marketa Barac Makarova [aut, cre] , Jan Kolacek [ctb]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports dplyr, elasticnet, ggplot2, graphics, rlang, stats, tidyr

Suggests spelling, testthat


See at CRAN