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sigr

Concise formatting of significances in R (GPL3 license).

https://github.com/winvector/sigr

Science Score: 23.0%

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 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: springer.com, plos.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.1%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Concise formatting of significances in R (GPL3 license).

Basic Info
Statistics
  • Stars: 28
  • Watchers: 9
  • Forks: 2
  • Open Issues: 0
  • Releases: 24
Created almost 10 years ago · Last pushed almost 3 years ago
Metadata Files
Readme License

README.Rmd 

---
output: github_document
---


[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/sigr)](https://cran.r-project.org/package=sigr)
[![status](https://tinyverse.netlify.com/badge/sigr)](https://CRAN.R-project.org/package=sigr)




# sigr

Concise formatting of significances in R.

![](https://github.com/WinVector/sigr/raw/master/tools/sigr.png)

Please see [Adding polished significance summaries to papers using R](https://win-vector.com/2016/10/04/adding-polished-significance-summaries-to-papers-using-r/) for some discussion.

See also:

  * ["The prevalence of statistical reporting errors in psychology (1985–2013)", Nuijten, M.B., Hartgerink, C.H.J., van Assen, M.A.L.M. et al., Behav Res (2015), doi:10.3758/s13428-015-0664-2](https://link.springer.com/article/10.3758/s13428-015-0664-2)
  * Reporting Statistics in APA Style
  * [Publication Manual of the American Psychological Association, Seventh Edition](https://apastyle.apa.org/products/publication-manual-7th-edition)
  * [Proofing statistics in papers](https://win-vector.com/2016/10/02/proofing-statistics-in-papers/)
  * [apa](https://CRAN.R-project.org/package=apa)
  * [bootstrap](https://CRAN.R-project.org/package=bootstrap)
  * [broom](https://cran.r-project.org/package=broom)
  * [achetverikov/APAstats](https://github.com/achetverikov/APAstats)
  * [pwr](https://CRAN.R-project.org/package=pwr)
  * [ggstatsplot](https://indrajeetpatil.github.io/ggstatsplot/)
  * ["Why Most Published Research Findings Are False", John P. A. Ioannidis
PLOS Medicine, August 30, 2005](https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124)
  * ["The garden of forking paths", Andrew Gelman and Eric Loken, 14 Nov 2013](http://www.stat.columbia.edu/~gelman/research/unpublished/p_hacking.pdf)


-----------


_sigr_ is a small package that concentrates on computing summary
statistics and reporting in an appropriate format.

For example here is formatting the quality of a logistic regression.

```{r}
d <- data.frame(x=c(1,2,3,4,5,6,7,7),
      y=c(TRUE,FALSE,FALSE,FALSE,TRUE,TRUE,TRUE,FALSE))
model <- glm(y~x,data=d,family=binomial)
summary(model)
```



```{r}
library("sigr")
```
```{r results='asis'}
cat(render(wrapChiSqTest(model),
           pLargeCutoff=1, format='markdown'))
```

-----------

To install, from inside `R` please run:

```{r, eval=FALSE}
install.packages("sigr")
```

Owner

  • Name: Win Vector LLC
  • Login: WinVector
  • Kind: organization
  • Email: contact@win-vector.com
  • Location: San Francisco, California

Expert data science training and consulting.

GitHub Events

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

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 296
  • Total Committers: 2
  • Avg Commits per committer: 148.0
  • Development Distribution Score (DDS): 0.034
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
John Mount j****t@w****m 286
Nina Zumel n****l@w****m 10
Committer Domains (Top 20 + Academic)
win-vector.com: 2

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 2
  • Total pull requests: 0
  • Average time to close issues: about 2 months
  • Average time to close pull requests: N/A
  • Total issue authors: 2
  • Total pull request authors: 0
  • Average comments per issue: 2.5
  • 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
  • ajmoralesa (1)
  • MZLABS (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 1,001 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 1
  • Total versions: 28
  • Total maintainers: 1
cran.r-project.org: sigr

Succinct and Correct Statistical Summaries for Reports

  • Versions: 28
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 1,001 Last month
Rankings
Stargazers count: 9.9%
Downloads: 11.3%
Average: 16.0%
Forks count: 17.0%
Dependent packages count: 18.1%
Dependent repos count: 23.9%
Maintainers (1)
jmount@win-vector.com
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.2.1 depends
  • stats * imports
  • wrapr >= 2.0.2 imports
  • knitr * suggests
  • parallel * suggests
  • pwr * suggests
  • rmarkdown * suggests
  • tinytest * suggests