pim

R package for probabilistic index models

https://github.com/centerforstatistics-ugent/pim

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.4%) to scientific vocabulary

Keywords

modelling r-package statistics
Last synced: 6 months ago · JSON representation

Repository

R package for probabilistic index models

Basic Info
  • Host: GitHub
  • Owner: CenterForStatistics-UGent
  • Language: R
  • Default Branch: master
  • Size: 174 KB
Statistics
  • Stars: 10
  • Watchers: 4
  • Forks: 5
  • Open Issues: 9
  • Releases: 1
Topics
modelling r-package statistics
Created over 8 years ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog

README.md

pim package

Build\_Status CRAN\_Status\_Badge

Overview

pim is a package providing probabilistix index models in R, and is available on CRAN. The stable release can be installed using install.packages("pim"). The updated stable version in this repo can be installed using the devtools package.

devtools::install_github("CenterForStatistics-UGent/pim")

If you want to install the development version in the branch devel, you can use:

devtools::install_github("CenterForStatistics-UGent/pim", ref = "devel")

Older versions

The current version of the pim package works differently from the example code used in the original publications. The current package provides extensive help pages and a vignette you can use as a reference. With vignette("pim") you'll open a PDF with this reference material.

If you insist on trying the old version, you can find this on the R-Forge repository. The R-Forge repository is maintained solely for legacy reasons, but no longer actively used for development. Unless you have a very good reason to do so, we strongly encourage you to use the stable version on CRAN or the development version here on github.

References

The methodology is described in the following paper:

Thas O, De Neve J, Clement L and Ottoy J (2012). “Probabilistic Index Models.” Journal of the Royal Statistical Society B, 74(4), pp. 623-671. doi: 10.1111/j.1467-9868.2011.01020.x

Please refer to the methodological paper when using the pim package for research. How to refer to the pim package itself, is shown by

citation("pim")

Owner

  • Name: Ghent University - Center for Statistics
  • Login: CenterForStatistics-UGent
  • Kind: organization
  • Email: Joris.Meys@UGent.be
  • Location: Ghent, Belgium

Repositories related to statistical research at Ghent University.

GitHub Events

Total
  • Watch event: 1
  • Push event: 1
Last Year
  • Watch event: 1
  • Push event: 1

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 15
  • Total Committers: 2
  • Avg Commits per committer: 7.5
  • Development Distribution Score (DDS): 0.067
Top Committers
Name Email Commits
Joris Meys J****s@U****e 14
Katrin Leinweber k****i@p****e 1
Committer Domains (Top 20 + Academic)

Packages

  • Total packages: 1
  • Total downloads:
    • cran 224 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 4
  • Total maintainers: 1
cran.r-project.org: pim

Fit Probabilistic Index Models

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 224 Last month
Rankings
Forks count: 12.8%
Stargazers count: 17.9%
Dependent packages count: 29.8%
Average: 32.1%
Dependent repos count: 35.5%
Downloads: 64.4%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.0 depends
  • BB * imports
  • methods * imports
  • nleqslv * imports
  • stats4 * imports
  • utils * imports
  • MASS * suggests
  • testthat * suggests