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TopKSignal: A Convex Optimization Tool for Signal Reconstruction from Multiple Ranked Lists

A mathematical optimization procedure in combination with statistical bootstrap for the estimation of the latent signals (sometimes called scores) informing the global consensus ranking (often named aggregation ranking). To solve mid/large-scale problems, users should install the 'gurobi' optimiser (available from <https://www.gurobi.com/>).

Version: 1.0
Depends: R (≥ 3.5.0)
Imports: foreach, doParallel, parallel, nloptr, Matrix, ggplot2, reshape2
Suggests: knitr, rmarkdown, gurobi
Published: 2024-01-08
DOI: 10.32614/CRAN.package.TopKSignal
Author: Luca Vitale Developer [aut], Bastian Pfeifer Maintainer [aut, cre], Michael G. Schimek Supervision [aut]
Maintainer: Bastian Pfeifer Maintainer <bastian.pfeifer at medunigraz.at>
License: GPL-2
NeedsCompilation: no
CRAN checks: TopKSignal results

Documentation:

Reference manual: TopKSignal.pdf
Vignettes: TopKSignal

Downloads:

Package source: TopKSignal_1.0.tar.gz
Windows binaries: r-devel: TopKSignal_1.0.zip, r-release: TopKSignal_1.0.zip, r-oldrel: TopKSignal_1.0.zip
macOS binaries: r-release (arm64): TopKSignal_1.0.tgz, r-oldrel (arm64): TopKSignal_1.0.tgz, r-release (x86_64): TopKSignal_1.0.tgz, r-oldrel (x86_64): TopKSignal_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=TopKSignal to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.