Learn R Programming

TopKSignal (version 1.0)

A Convex Optimization Tool for Signal Reconstruction from Multiple Ranked Lists

Description

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 ).

Copy Link

Version

Install

install.packages('TopKSignal')

Monthly Downloads

149

Version

1.0

License

GPL-2

Maintainer

Bastian Pfeifer

Last Published

January 8th, 2024

Functions in TopKSignal (1.0)

TopKSignal

TopKSignal: A convex optimization tool for signal reconstruction from multiple ranked lists.
generate.rank.matrix

generate.rank.matrix
estimateTheta

Estimation of the underlying signal.
estimatedSignal

Object returned by the estimateTheta() function.
heatmapPlot

Heatmap noise matrix plot
elbowPlot

elbowPlot
violinPlot

violinPlot