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-4.4-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:

estimatedSignal - Object returned by the estimateTheta() function.

On CRAN:

convex-optimization ranking-data signal-estimation

4.65 score 3 stars 1 scripts 106 downloads 5 exports 38 dependencies

Last updated 11 months agofrom:bf0c6d310f. Checks:OK: 3 NOTE: 4. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 31 2024
R-4.5-win	OK	Oct 31 2024
R-4.5-linux	OK	Oct 31 2024
R-4.4-win	NOTE	Oct 31 2024
R-4.4-mac	NOTE	Oct 31 2024
R-4.3-win	NOTE	Oct 31 2024
R-4.3-mac	NOTE	Oct 31 2024

Exports:elbowPlot estimateTheta generate.rank.matrix heatmapPlot violinPlot

Dependencies:cli codetools colorspace doParallel fansi farver foreach ggplot2 glue gtable isoband iterators labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme nloptr pillar pkgconfig plyr R6 RColorBrewer Rcpp reshape2 rlang scales stringi stringr tibble utf8 vctrs viridisLite withr

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

Rendered fromTopKSignal.Rmdusingknitr::rmarkdownon Oct 31 2024.

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
elbowPlot	elbowPlot
Object returned by the estimateTheta() function.	estimatedSignal
Estimation of the underlying signal.	estimateTheta
generate.rank.matrix	generate.rank.matrix
Heatmap noise matrix plot	heatmapPlot
TopKSignal: A convex optimization tool for signal reconstruction from multiple ranked lists.	TopKSignal
violinPlot	violinPlot