https://github.com/hturner/gnm
gnm package for generalized nonlinear models in R
https://github.com/hturner/gnm
generalized-linear-models generalized-nonlinear-models r statistical-models
Last synced: about 1 month ago
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gnm package for generalized nonlinear models in R
- Host: GitHub
- URL: https://github.com/hturner/gnm
- Owner: hturner
- License: gpl-2.0
- Created: 2017-09-02T11:20:55.000Z (over 7 years ago)
- Default Branch: main
- Last Pushed: 2024-03-20T18:19:21.000Z (about 1 year ago)
- Last Synced: 2025-04-06T23:46:09.617Z (about 1 month ago)
- Topics: generalized-linear-models, generalized-nonlinear-models, r, statistical-models
- Language: R
- Size: 11.4 MB
- Stars: 16
- Watchers: 5
- Forks: 7
- Open Issues: 15
-
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- License: LICENSE
Awesome Lists containing this project
README
---
output: github_document
---
```{r, echo = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "README-"
)
```
# gnm
[](https://cran.r-project.org/package=gnm)
[](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.