estimatedSignal

Object returned by the estimateTheta() function.

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/>).

Bastian Pfeifer

TopKSignal

A Convex Optimization Tool for Signal Reconstruction from
Multiple Ranked Lists

Luca Vitale Developer

Bastian Pfeifer Maintainer

Michael G. Schimek Supervision

estimatedSignal function

A list of various values returned by the estimateTheta() function.<dl>
 <dt>estimation</dt>
<dd>A data frame with the signal estimation and the standard error computed by the bootstrap for each object</dd> <dt>estimatedMatrixNoise</dt>
<dd>The estimated matrix noise</dd>
 
 <dt>allBootstraps</dt>
<dd>The signal estimates from all bootstrap iterations</dd>
</dl>

Format

Object returned by the estimateTheta() function. — estimatedSignal

A list of various values returned by the estimateTheta() function.<dl>
 <dt>estimation</dt>
<dd>A data frame with the signal estimation and the standard error computed by the bootstrap for each object</dd>

 <dt>estimatedMatrixNoise</dt>
<dd>The estimated matrix noise</dd>
 
 <dt>allBootstraps</dt>
<dd>The signal estimates from all bootstrap iterations</dd>


</dl>

estimatedSignal: Object returned by the estimateTheta() function.

Description

Arguments

Format

Examples