To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("Harman")
In most cases, you don't need to download the package archive at all.
Harman
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The removal of batch effects from datasets using a PCA and constrained optimisation based technique
Bioconductor version: Release (3.5)
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]
Maintainer: Jason Ross <jason.ross at csiro.au>
Citation (from within R,
enter citation("Harman")):
Installation
To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("Harman")
Documentation
| HTML | R Script | IntroductionToHarman |
| Reference Manual | ||
| Text | NEWS |
Details
| biocViews | BatchEffect, DNAMethylation, Microarray, MultipleComparison, Normalization, Preprocessing, PrincipalComponent, Software, StatisticalMethod, Transcription |
| Version | 1.4.0 |
| In Bioconductor since | BioC 3.3 (R-3.3) (1.5 years) |
| License | GPL-3 + file LICENCE |
| Depends | R (>= 3.3) |
| Imports | Rcpp (>= 0.11.2), graphics, stats |
| LinkingTo | Rcpp |
| Suggests | HarmanData, BiocGenerics, BiocStyle, knitr, rmarkdown, RUnit, RColorBrewer, bladderbatch, limma, minfi, lumi, msmsEDA, affydata, minfiData, sva |
| SystemRequirements | |
| Enhances | |
| URL | http://www.bioinformatics.csiro.au/harman/ |
| BugReports | https://github.com/JasonR055/Harman/issues |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | Harman_1.4.0.tar.gz |
| Windows Binary | Harman_1.4.0.zip (32- & 64-bit) |
| Mac OS X 10.11 (El Capitan) | Harman_1.4.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/Harman |
| Package Short Url | http://bioconductor.org/packages/Harman/ |
| Package Downloads Report | Download Stats |
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