Statistical Rank Aggregation: Inference, Evaluation, and Visualization
Overview
A set of methods to implement Generalized Method of Moments and Maximal Likelihood methods for Random Utility Models. These methods are meant to provide inference on rank comparison data. These methods accept full, partial, and pairwise rankings, and provides methods to break down full or partial rankings into their pairwise components. Please see Generalized Method-of-Moments for Rank Aggregation from NIPS 2013 for a description of some of our methods.
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Hossein Azari Soufiani <azari.hossein@gmail.com>’
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Authors@R: c(person(given = c("Hossein", "Azari"),
family = "Soufiani",
role = c("aut", "cre"),
email = "azari.hossein@gmail.com"),
person(given = "William",
family = "Chen",
role = "aut"))
as necessary.- NOTE11 OK, 2 NOTE2026-09-08
- ERROR10 OK, 2 NOTE, 1 ERROR2026-09-07
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 52
- Examples that run
- 97%37 run in a plain check · 1 hold no code
- Exported functions with examples
- 83%
- Documented parameters
- 100%
- Return-value docs
- 85%
- Help pages citing references
- 0%
Downloads
Dependencies
Installing StatRank adds 21 packages (10 with compiled code, 17 MB of source tarballs). Heaviest: ggplot2 6.0 MB, Rcpp 1.8 MB, isoband 1.5 MB.
Code & Tests
Datasets
People & History
Maintainer since 0.0.6 (2015), previously William Chen (0.0.1 to 0.0.4)
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- 0.0.6Latest
- archivedRemoved from CRAN2015-09-01check problems were not corrected despite reminders
- RR 3.2.0 released · 2015-04-16
- RR 3.1.0 released · 2014-04-10
- 0.0.42014-03-05 · diff ↗
Show 4 earlier eventsHide 4 earlier events
- 0.0.32014-02-16 · diff ↗ ·
removed 5 exports
Generate.Pairwise.Probabilities, Generate.RUM.Ranks, normalizeC, PdfModel, visualize.MultiTypeadded 28 exports
Estimation.GRUM.MLE, Estimation.RUM.Nonparametric, Estimation.Zemel.MLE, Evaluation.KL, Evaluation.MSE, Evaluation.TVD, Expo.MultiType.Pairwise.Prob, Generate.NPRUM.Data, Generate.RUM.Data, Generate.Zemel.Parameters, Generate.Zemel.Ranks.Pairs, KL, Likelihood.Nonparametric, Likelihood.RUM.Multitype, Likelihood.Zemel, MSE, Normal.MultiType.Pairwise.Prob, Normal.Pairwise.Prob, PL.Pairwise.Prob, TVD, Visualization.Empirical, Visualization.MultiType, Visualization.Pairwise.Probabilities, Visualization.RUMplots, Zemel.Pairwise.Prob, convert.vector.to.list, generateC.model, generateC.model.Nonparametric - 0.0.22013-11-23 · diff ↗
- 0.0.12013-11-18
- RR 3.0.0 released · 2013-04-03
Package metadata
- First published
- 2013-11-18
- Total releases
- 5 / 13 yrs
- License
- GPL (>= 2) OSI
- Bundled data
- 26 KB / 6 files
- Download size
- 63 KB
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