Harman is a PCA and constrained optimisation based technique that maximises the removal of batch effects from datasets, with the constraint that the probability of overcorrection (i.e. removing genuine biological signal along with batch noise) is kept to a fraction which is set by the end-user.
|Author||Josh Bowden [aut], Jason Ross [aut, cre], Yalchin Oytam [aut]|
|Bioconductor views||BatchEffect DNAMethylation Microarray MultipleComparison Normalization Preprocessing PrincipalComponent Software StatisticalMethod Transcription|
|Maintainer||Jason Ross <firstname.lastname@example.org>|
|License||GPL-3 + file LICENCE|
|Package repository||View on GitHub|
Install the latest version of this package by entering the following in R:
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.