Independent Hypothesis Weighting

An R package which implements the method described in:

Data-driven hypothesis weighting increases detection power in big data analytics

Software availability

The package can be installed as follows with devtools from the Github repositories:

devtools::install_github("vladchimescu/lpsymphony", subdir="lpsymphony")
devtools::install_github("nignatiadis/IHW")

In addition, these packages will be available in the next release of Bioconductor. Both lpsymphony and IHW are also already available on the development branch of Bioconductor. Thus IHW can also be installed from there as follows:

source("https://bioconductor.org/biocLite.R")
biocLite("IHW")