Learn R Programming

ExtMallows (version 0.1.0)

An Extended Mallows Model and Its Hierarchical Version for Ranked Data Aggregation

Description

For multiple full/partial ranking lists, R package 'ExtMallows' can (1) detect whether the input ranking lists are over-correlated, and (2) use the Mallows model or extended Mallows model to integrate the ranking lists, and (3) use hierarchical extended Mallows model for rank integration if there are groups of over-correlated ranking lists.

Copy Link

Version

Install

install.packages('ExtMallows')

Monthly Downloads

177

Version

0.1.0

License

GPL (>= 2)

Maintainer

Han Li

Last Published

July 5th, 2018

Functions in ExtMallows (0.1.0)

MM

The Mallows model for aggregating multiple ranking lists
HEMM

A hierarchical extended Mallows model for aggregating multiple ranking lists
EMM

An extended Mallows model for aggregating multiple ranking lists
corrRankings

p value for measuring the correlation of pairwise rankings
simu3

Simulation data 3
NBArankings

A real example of rankings of NBA teams
simu2

Simulation data 2
simu1

Simulation data 1