Adaptive Normalization for miRNA Data

An adaptive normalization algorithm that selects housekeeping genes based on the sample level variability in the data. This is suitable for any data obtained from RT-qPCR assays. A manuscript describing the method is submitted to Genome Biology under ``MiRA-norm: An Adaptive Method for the Normalization of MicroRNA Array Data``, Yuda Zhu et al.


Main function of the package is miranorm. The functino will return an object containing suggest list of normalizing genes based on given dataset.

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("MiRAnorm")

1.0.0 by Yuda Zhu, 10 years ago


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


Authors: Yuda Zhu [aut, cre] , Amanda Zhao [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports grDevices, graphics, stats, utils, ggplot2, cluster, npmv, dendextend, parallel, MASS, plyr, reshape2, ArgumentCheck


See at CRAN