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DGLMExtPois

Double Generalized Linear Models Extending Poisson Regression

https://github.com/franciscomartinezdelrio/dglmextpois

Science Score: 26.0%

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    Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary
Last synced: 6 months ago · JSON representation

Repository

Double Generalized Linear Models Extending Poisson Regression

Basic Info
  • Host: GitHub
  • Owner: franciscomartinezdelrio
  • Language: R
  • Default Branch: master
  • Size: 177 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created about 4 years ago · Last pushed 9 months ago
Metadata Files
Readme Changelog

README.Rmd 

---
output: github_document
---



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


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


DGLMExtPois is a package that contains statistical functions for the model
estimation, dispersion testing and diagnosis of hyper-Poisson and
Conway-Maxwell-Poisson regression models.

## Installation

You can install the released version of DGLMExtPois from [CRAN](https://CRAN.R-project.org) with:

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

and the development version from github with:

```{r gh-installation, eval = FALSE}
devtools::install_github("franciscomartinezdelrio/DGLMExtPois")
```


## Example

This is a basic example which shows you how to solve a common problem:

```{r example hP}
library(DGLMExtPois)
library(Ecdat)
Bids$size.sq <- Bids$size ^ 2
hP.bids <- glm.hP(formula.mu = numbids ~ leglrest + rearest + finrest +
                    whtknght + bidprem + insthold + size + size.sq +
                    regulatn,
                    formula.gamma = numbids ~ 1,
                    data = Bids)
summary(hP.bids)
AIC(hP.bids)
BIC(hP.bids)
coef(hP.bids)
confint(hP.bids)
head(fitted(hP.bids))
head(residuals(hP.bids))
```


```{r example CMP}
CMP.bids <- glm.CMP(formula.mu = numbids ~ leglrest + rearest + finrest +
                    whtknght + bidprem + insthold + size + size.sq +
                    regulatn,
                    formula.nu = numbids ~ 1,
                    data = Bids)
summary(CMP.bids)
AIC(CMP.bids)
BIC(CMP.bids)
coef(CMP.bids)
confint(CMP.bids)
head(fitted(CMP.bids))
head(residuals(CMP.bids))
```

Owner

  • Name: Francisco Martínez del Río
  • Login: franciscomartinezdelrio
  • Kind: user

GitHub Events

Total
  • Push event: 1
Last Year
  • Push event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 40
  • Total Committers: 1
  • Avg Commits per committer: 40.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 5
  • Committers: 1
  • Avg Commits per committer: 5.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
franciscomartinezdelrio f****n@u****s 40
Committer Domains (Top 20 + Academic)
ujaen.es: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: about 1 month
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 1.0
  • 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
  • stweb75 (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 336 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 9
  • Total maintainers: 1
cran.r-project.org: DGLMExtPois

Double Generalized Linear Models Extending Poisson Regression

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 336 Last month
Rankings
Forks count: 28.8%
Dependent packages count: 29.8%
Average: 32.9%
Downloads: 35.0%
Stargazers count: 35.2%
Dependent repos count: 35.5%
Maintainers (1)
fmartin@ujaen.es
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • COMPoissonReg * imports
  • nloptr >= 1.2.1 imports
  • testthat >= 3.0.0 suggests
.github/workflows/R-CMD-check.yaml actions
  • actions/checkout v2 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