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csranks

R package implementing confidence sets for ranks

https://github.com/danielwilhelm/r-cs-ranks

Science Score: 49.0%

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
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

R package implementing confidence sets for ranks

Basic Info
Statistics
  • Stars: 5
  • Watchers: 3
  • Forks: 1
  • Open Issues: 6
  • Releases: 4
Created about 6 years ago · Last pushed 10 months ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---



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

# csranks


[![R-CMD-check](https://github.com/danielwilhelm/R-CS-ranks/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/danielwilhelm/R-CS-ranks/actions/workflows/R-CMD-check.yaml)


The `R` package `csranks` provides statistical tools for estimation and inference involving ranks (the position in a ranking).  Two
central functions are `csranks` for confidence sets for ranks and `lmranks` for regressions involving ranks, e.g. rank-rank regressions that are 
popular in applied work in economics. 

The functions are based on recent work developing these procedures and their theoretical properties. The confidence sets for
ranks are based on [Mogstad, Romano, Shaikh, and Wilhelm (2023)](https://doi.org/10.1093/restud/rdad006) and 
[Bazylik, Mogstad, Romano, Shaikh, and Wilhelm (2022)](https://dwilhelm.userweb.mwn.de/papers/cwp4021.pdf). The inference methods
for regressions involving ranks are developed in [Chetverikov and Wilhelm (2023)](https://arxiv.org/pdf/2310.15512).


## Installation

You can install the released version of `csranks` from CRAN with:

``` r
install.packages("csranks")
```

You can install the development version of `csranks` from [GitHub](https://github.com/) with:

``` r
# install.packages("remotes")
remotes::install_github("danielwilhelm/R-CS-ranks")
```

## Demo

If you want to play around with the confidence sets for ranks, feel free
to try out [demo available here](https://dwilhelm.shinyapps.io/R-CS-ranks-demo/).

Here is a sneak peek:

Owner

  • Name: Daniel Wilhelm
  • Login: danielwilhelm
  • Kind: user
  • Location: Munich, Germany
  • Company: LMU Munich

GitHub Events

Total
  • Member event: 1
  • Push event: 6
  • Create event: 1
Last Year
  • Member event: 1
  • Push event: 6
  • Create event: 1

Issues and Pull Requests

Last synced: almost 2 years ago

All Time
  • Total issues: 27
  • Total pull requests: 16
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 6 days
  • Total issue authors: 2
  • Total pull request authors: 1
  • Average comments per issue: 1.3
  • Average comments per pull request: 0.13
  • Merged pull requests: 15
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 8
  • Average time to close issues: 6 days
  • Average time to close pull requests: 2 days
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 3.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 8
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • MrDomani (16)
  • danielwilhelm (12)
Pull Request Authors
  • MrDomani (21)
Top Labels
Issue Labels
enhancement (8) documentation (4) bug (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 291 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
cran.r-project.org: csranks

Statistical Tools for Ranks

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 291 Last month
Rankings
Forks count: 21.9%
Stargazers count: 26.2%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Average: 40.6%
Downloads: 89.6%
Maintainers (1)
d.wilhelm@lmu.de
Last synced: 10 months ago

Dependencies

.github/workflows/R-CMD-check.yaml actions
  • actions/checkout v3 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.4.1 composite
  • actions/checkout v3 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • R >= 2.10 depends
  • ggplot2 * imports
  • grid * imports
  • scales * imports
  • stats * imports
  • testthat >= 2.1.0 suggests