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raincin (version 1.0.3)

Ranking with Incomplete Information

Description

Various statistical and mathematical ranking and rating methods with incomplete information are included. This package is initially designed for the scoring system in a high school project showcase to rank student research projects, where each judge can only evaluate a set of projects in a limited time period. See Langville, A. N. and Meyer, C. D. (2012), Who is Number 1: The Science of Rating and Ranking, Princeton University Press , and Gou, J. and Wu, S. (2020), A Judging System for Project Showcase: Rating and Ranking with Incomplete Information, Technical Report.

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Version

Install

install.packages('raincin')

Monthly Downloads

125

Version

1.0.3

License

GPL-3

Maintainer

Jiangtao Gou

Last Published

June 4th, 2020

Functions in raincin (1.0.3)

offdefnt

Kleinberg's HITS algorithm for Rating and Ranking with Rectangular Matrix
readJudgePresenterMatrix

Transform a Judge-Presenter Matrix Converter
markov

Google's PageRank algorithm for Rating and Ranking
offdefsc

Kleinberg's HITS algorithm for Rating and Ranking with Square Matrix
naive

Simple Linear Models for Rating and Ranking
colley

Colley<U+2019>s Method for Rating and Ranking
matchMeanSD

Transform Data to Desired Mean and Standard Deviation
keenersk

Keener's method applying a nonlinear skweing function for Rating and Ranking
convertJudgePresenterMatrix

Judge-Presenter Matrix Converter
elo

Elo<U+2019>s Method for Rating and Ranking
massey

Massey's method for Rating and Ranking
mixedeff

Mixed Effects Models for Rating and Ranking
keener

Keener's method for Rating and Ranking