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multilink

multilink is an R package which implements methodology presented in the manuscript "Multifile Partitioning for Record Linkage and Duplicate Detection", available on arXiv: https://arxiv.org/abs/2110.03839.

https://github.com/aleshing/multilink

Science Score: 33.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ✓
    Committers with academic emails
    1 of 1 committers (100.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

multilink is an R package which implements methodology presented in the manuscript "Multifile Partitioning for Record Linkage and Duplicate Detection", available on arXiv: https://arxiv.org/abs/2110.03839.

Basic Info
  • Host: GitHub
  • Owner: aleshing
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Homepage:
  • Size: 443 KB
Statistics
  • Stars: 9
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 5 years ago · Last pushed about 3 years ago
Metadata Files
Readme License

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# multilink




`multilink` is an `R` package which performs Bayesian probabilistic record 
linkage. It handles the general problem of multifile record linkage 
and duplicate detection, where any number of files are to be linked, and any of 
the files may have duplicates. `multilink` implements methodology presented 
in the manuscript "Multifile Partitioning for Record Linkage and Duplicate 
Detection" by Serge Aleshin-Guendel and Mauricio Sadinle, published in the 
[Journal of the American Statistical Association](https://doi.org/10.1080/01621459.2021.2013242) and available on [arXiv](https://arxiv.org/abs/2110.03839v1). For more information on using 
`multilink`, please see the `multilink_tutorial` [github repository](https://github.com/aleshing/multilink_tutorial/tree/main).

## Installation

The package is now available on CRAN:
``` r
install.packages("multilink")
```

You can install the development version of multilink from GitHub with:
``` r
install.packages("devtools")
devtools::install_github("aleshing/multilink")
```

Owner

  • Name: Serge Aleshin-Guendel
  • Login: aleshing
  • Kind: user
  • Company: U.S. Census Bureau

Research Mathematical Statistician

GitHub Events

Total
Last Year

Committers

Last synced: over 3 years ago

All Time
  • Total Commits: 47
  • Total Committers: 1
  • Avg Commits per committer: 47.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Serge Aleshin-Guendel a****g@u****u 47
Committer Domains (Top 20 + Academic)
uw.edu: 1

Issues and Pull Requests

Last synced: 12 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total 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
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
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Top Labels
Issue Labels
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Packages

  • Total packages: 1
  • Total downloads:
    • cran 128 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
cran.r-project.org: multilink

Multifile Record Linkage and Duplicate Detection

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 128 Last month
Rankings
Stargazers count: 22.5%
Forks count: 28.8%
Average: 29.1%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Maintainers (1)
saleshinguendel@gmail.com
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • Rcpp * imports
  • RecordLinkage * imports
  • geosphere * imports
  • igraph * imports
  • mcclust * imports
  • stringr * imports
  • utils * imports
  • knitr * suggests
  • rmarkdown * suggests