Covariate Assisted Ranking and Screening for Large-Scale Two-Sample Inference

It implements the CARS procedure, which is a two-sample multiple testing procedure that utilizes an additional auxiliary variable to capture the sparsity information, hence improving power. The CARS procedure is shown to be asymptotically valid and optimal for FDR control. For more information, please see the website < http://www-bcf.usc.edu/~wenguans/Papers/CARS.html> and the accompanying paper.


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Reference manual

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install.packages("CARS")

0.2 by Weinan Wang, 13 days ago


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


Authors: Weinan Wang [cre, aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports np, stats

Suggests knitr, rmarkdown


See at CRAN