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gnm

gnm package for generalized nonlinear models in R

https://github.com/hturner/gnm

Science Score: 13.0%

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
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.3%) to scientific vocabulary

Keywords

generalized-linear-models generalized-nonlinear-models r statistical-models
Last synced: 6 months ago · JSON representation

Repository

gnm package for generalized nonlinear models in R

Basic Info
  • Host: GitHub
  • Owner: hturner
  • License: gpl-2.0
  • Language: R
  • Default Branch: main
  • Size: 11.4 MB
Statistics
  • Stars: 17
  • Watchers: 5
  • Forks: 7
  • Open Issues: 15
  • Releases: 0
Topics
generalized-linear-models generalized-nonlinear-models r statistical-models
Created over 8 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---



```{r, echo = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "README-"
)
```

# gnm

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/gnm)](https://cran.r-project.org/package=gnm)
[![R-CMD-check](https://github.com/hturner/gnm/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/hturner/gnm/actions/workflows/R-CMD-check.yaml)

Functions to specify and fit generalized nonlinear models, including models with
multiplicative interaction terms such as the UNIDIFF model from sociology and 
the AMMI model from crop science, and many others.  Over-parameterized 
representations of models are used throughout; functions are provided for 
inference on estimable parameter combinations, as well as standard methods for 
diagnostics etc.

## Installation

You can install **gnm** from GitHub with:

```{r gh-installation, eval = FALSE}
# install.packages("devtools")
devtools::install_github("hturner/gnm")
```

## Code of conduct

Please note that this project is released with a 
[Contributor Code of Conduct](https://github.com/hturner/gnm/blob/master/CONDUCT.md). By participating in this project you 
agree to abide by its terms.

Owner

  • Name: Heather Turner
  • Login: hturner
  • Kind: user
  • Location: Newport, United Kingdom
  • Company: University of Warwick

Research Software Engineering Fellow, Department of Statistics, University of Warwick

GitHub Events

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

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 623
  • Total Committers: 4
  • Avg Commits per committer: 155.75
  • Development Distribution Score (DDS): 0.305
Past Year
  • Commits: 59
  • Committers: 2
  • Avg Commits per committer: 29.5
  • Development Distribution Score (DDS): 0.017
Top Committers
Name Email Commits
Heather Turner ht@h****t 433
David Firth d****f@v****t 188
Dylan Aïssi d****i@d****g 1
wdkrnls k****s@g****m 1
Committer Domains (Top 20 + Academic)
debian.org: 1 veryspeedy.net: 1 heatherturner.net: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 23
  • Total pull requests: 4
  • Average time to close issues: 4 months
  • Average time to close pull requests: over 1 year
  • Total issue authors: 9
  • Total pull request authors: 4
  • Average comments per issue: 0.61
  • Average comments per pull request: 0.5
  • Merged pull requests: 1
  • 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
  • hturner (14)
  • dwoll (2)
  • goranbrostrom (1)
  • monicawang-i (1)
  • doraemoniloveu (1)
  • chongliang-luo (1)
  • Dulohan (1)
  • kplevoet (1)
  • xtLiu2017 (1)
Pull Request Authors
  • RussianImperialScott (2)
  • kkovary (2)
  • wdkrnls (1)
  • daissi (1)
Top Labels
Issue Labels
enhancement (4)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • cran 5,993 last-month
  • Total docker downloads: 43,575
  • Total dependent packages: 25
    (may contain duplicates)
  • Total dependent repositories: 45
    (may contain duplicates)
  • Total versions: 38
  • Total maintainers: 1
cran.r-project.org: gnm

Generalized Nonlinear Models

  • Versions: 34
  • Dependent Packages: 22
  • Dependent Repositories: 45
  • Downloads: 5,993 Last month
  • Docker Downloads: 43,575
Rankings
Dependent packages count: 3.2%
Dependent repos count: 3.8%
Downloads: 4.9%
Forks count: 9.6%
Average: 10.2%
Stargazers count: 13.7%
Docker downloads count: 25.7%
Maintainers (1)
ht@heatherturner.net
Last synced: 6 months ago
conda-forge.org: r-gnm
  • Versions: 4
  • Dependent Packages: 3
  • Dependent Repositories: 0
Rankings
Dependent packages count: 15.6%
Dependent repos count: 34.0%
Average: 37.3%
Forks count: 47.7%
Stargazers count: 51.9%
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.0.0 depends
  • MASS * imports
  • Matrix * imports
  • grDevices * imports
  • graphics * imports
  • methods * imports
  • nnet * imports
  • qvcalc >= 0.8 imports
  • relimp * imports
  • stats * imports
  • utils * imports
  • testthat * suggests
  • vcdExtra * suggests