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 <>).

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>
License: GPL-2
NeedsCompilation: no
CRAN checks: TopKSignal results


Reference manual: TopKSignal.pdf
Vignettes: TopKSignal


Package source: TopKSignal_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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