to_rankings: Convert ranks into rankings (orderings)

In rankrate: Joint Statistical Models for Preference Learning with Rankings and Ratings

Convert ranks into rankings (orderings)

Description

This function converts a matrix of ranks into a matrix of rankings (i.e., orderings), potentially including reviewer assignments as an attribute of the ranking matrix. Additionally, it can be used to add an assignments matrix to an existing matrix of rankings.

Usage

to_rankings(ranks, assignments = NULL, rankings = NULL)

Arguments

ranks	A matrix or vector of ranks, such that the (i,j) entry includes the rank given by judge i to proposal j. NA is used to indicate that no rank was assigned to a proposal, which may occur for two reasons: (1) If the assignments matrix is not specified or the (i,j) entry of assignments is TRUE, then an NA indicates that a proposal was considered worse than all ranked proposals. (2) If the (i,j) entry of assignments is FALSE, then NA indicates that a proposal was not considered by the judge and no information can be gleaned from the missing rank.
assignments	A matrix of booleans, such that the (i,j) entry is TRUE if judge i was assigned to review proposal j, and FALSE otherwise. If assignments is NULL, we assume all judges considered all proposals.
rankings	A matrix or vector of rankings. If a matrix, there should be one ranking per row.

Value

A matrix of rankings, with one row per ranking. If assignments argument is specified, then the rankings matrix will have the attribute "assignments".

Examples

ranks <- matrix(data=c(4,2,3,1,NA,1,2,3,NA,NA,1,NA),byrow=TRUE,nrow=3)
assignments=matrix(TRUE,byrow=TRUE,nrow=3,ncol=4)
to_rankings(ranks=ranks)
to_rankings(ranks=ranks,assignments=assignments)
to_rankings(assignments=matrix(TRUE,nrow=1,ncol=3),rankings=c(3,2,1))

rankrate documentation built on April 12, 2025, 1:46 a.m.