Package: TopKSignal 1.0

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/>).

Authors:Luca Vitale Developer [aut], Bastian Pfeifer Maintainer [aut, cre], Michael G. Schimek Supervision [aut]

TopKSignal_1.0.tar.gz
TopKSignal_1.0.zip(r-4.5)TopKSignal_1.0.zip(r-4.4)TopKSignal_1.0.zip(r-4.3)
TopKSignal_1.0.tgz(r-4.5-any)TopKSignal_1.0.tgz(r-4.4-any)TopKSignal_1.0.tgz(r-4.3-any)
TopKSignal_1.0.tar.gz(r-4.5-noble)TopKSignal_1.0.tar.gz(r-4.4-noble)
TopKSignal_1.0.tgz(r-4.4-emscripten)TopKSignal_1.0.tgz(r-4.3-emscripten)
TopKSignal.pdf |TopKSignal.html✨
TopKSignal/json (API)

# Install 'TopKSignal' in R:
install.packages('TopKSignal', repos = c('https://pievos101.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pievos101/topksignal/issues

Datasets:

On CRAN:

Conda:

convex-optimizationranking-datasignal-estimation

4.18 score 3 stars 1 scripts 146 downloads 5 exports 38 dependencies

Last updated 1 years agofrom:bf0c6d310f. Checks:4 OK, 5 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-winOKMar 09 2025
R-4.5-macOKMar 09 2025
R-4.5-linuxOKMar 09 2025
R-4.4-winNOTEMar 09 2025
R-4.4-macNOTEMar 09 2025
R-4.4-linuxNOTEMar 09 2025
R-4.3-winNOTEMar 09 2025
R-4.3-macNOTEMar 09 2025

Exports:elbowPlotestimateThetagenerate.rank.matrixheatmapPlotviolinPlot

Dependencies:clicodetoolscolorspacedoParallelfansifarverforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmenloptrpillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbleutf8vctrsviridisLitewithr

TopKSignal: A convex optimization tool for signal reconstruction from multiple ranked lists

Rendered fromTopKSignal.Rmdusingknitr::rmarkdownon Mar 09 2025.

Last update: 2023-12-21
Started: 2021-08-30