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eco

R package eco

https://github.com/kosukeimai/eco

Science Score: 13.0%

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

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
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    DOI references
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    Academic publication links
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    JOSS paper metadata
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    Scientific vocabulary similarity
    Low similarity (7.5%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

R package eco

Basic Info
  • Host: GitHub
  • Owner: kosukeimai
  • Language: C
  • Default Branch: master
  • Size: 1.13 MB
Statistics
  • Stars: 5
  • Watchers: 4
  • Forks: 3
  • Open Issues: 0
  • Releases: 1
Created over 9 years ago · Last pushed about 2 years ago
Metadata Files
Readme Changelog

README.md

R package eco Build Status CRAN_Status_Badge CRAN downloads

eco: Ecological inference in 2 x 2 Tables

We implement the Bayesian and likelihood methods proposed in Imai, Lu, and Strauss (2008, 2011) for ecological inference in 2 by 2 tables as well as the method of bounds introduced by Duncan and Davis (1953). The package fits both parametric and nonparametric models using either the Expectation-Maximization algorithms (for likelihood models) or the Markov chain Monte Carlo algorithms (for Bayesian models). For all models, the individual-level data can be directly incorporated into the estimation whenever such data are available. Along with in-sample and out-of-sample predictions, the package also provides a functionality which allows one to quantify the effect of data aggregation on parameter estimation and hypothesis testing under the parametric likelihood models.

Owner

  • Name: Kosuke Imai
  • Login: kosukeimai
  • Kind: user
  • Location: Cambridge MA
  • Company: Harvard University

GitHub Events

Total
Last Year

Issues and Pull Requests

Last synced: over 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 4
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 2.5
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • HJ08003 (3)
  • FMKerckhof (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total docker downloads: 21,777
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 15
  • Total maintainers: 1
cran.r-project.org: eco

Ecological Inference in 2x2 Tables

  • Versions: 15
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Docker Downloads: 21,777
Rankings
Dependent packages count: 29.8%
Average: 32.6%
Dependent repos count: 35.5%
Maintainers (1)
ying.lu@nyu.edu
Last synced: over 1 year ago