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estimationtools

This package provides routines for parameter estimation and model diagnostics for any probability density or mass function implemented in R via maximum likelihood given a data set, with or without covariates. Tools in this package have general applicability, especially in survival analysis and distance sampling. :mag::computer:

https://github.com/jaimemosg/estimationtools

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
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 2 committers (50.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (19.8%) to scientific vocabulary

Keywords

distance-sampling maximum-likelihood-estimation r r-package rstats ttt-plot
Last synced: 6 months ago · JSON representation

Repository

This package provides routines for parameter estimation and model diagnostics for any probability density or mass function implemented in R via maximum likelihood given a data set, with or without covariates. Tools in this package have general applicability, especially in survival analysis and distance sampling. :mag::computer:

Basic Info
Statistics
  • Stars: 4
  • Watchers: 0
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Topics
distance-sampling maximum-likelihood-estimation r r-package rstats ttt-plot
Created almost 7 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output:
  github_document:
    pandoc_args: --webtex
---



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


[![R-CMD-check](https://github.com/Jaimemosg/EstimationTools/workflows/R-CMD-check/badge.svg)](https://github.com/Jaimemosg/EstimationTools/actions)
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[![Codecov test coverage](https://codecov.io/gh/Jaimemosg/EstimationTools/branch/master/graph/badge.svg)](https://app.codecov.io/gh/Jaimemosg/EstimationTools?branch=master)
[![CRAN\_Status\_Badge](http://www.r-pkg.org/badges/version-ago/EstimationTools)](https://cran.r-project.org/package=EstimationTools)
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[![Lifecycle: maturing](https://img.shields.io/badge/lifecycle-maturing-blue.svg)](https://lifecycle.r-lib.org/articles/stages.html#maturing)
[![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)
[![Licence](https://img.shields.io/badge/licence-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html)






# EstimationTools 


The goal of `EstimationTools` is to provide tools and routines for maximum likelihood estimation of probability density/mass functions in `R`.





## Installation

```{r, echo=FALSE, message=FALSE, warning=FALSE, include=FALSE}
file <- readtext::readtext('DESCRIPTION')
text <- file$text
mysubstring <- regmatches(text, gregexpr("\nVersion:(.+)\n", text, perl = TRUE))
split1 <- strsplit(mysubstring[[1]], split = '\n')
split2 <- strsplit(split1[[1]][2], split = ' ')
myversion <- split2[[1]][2]
```

You can install the latest version (`r myversion`) of `EstimationTools` typing the following command lines
in `R` console:

``` {r eval=FALSE}
if (!require('devtools')) install.packages('devtools')
devtools::install_github('Jaimemosg/EstimationTools', force = TRUE)
library(EstimationTools)
```


Or you can install the released version (4.0.0) from  [CRAN](https://cran.r-project.org/package=EstimationTools) if you prefer. You can also type the following command lines
in `R` console:

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

You can visit the [package website](https://Jaimemosg.github.io/EstimationTools/) to explore the functions reference and our vignettes (articles).

## Examples
You can visit our estimation [vignette](https://jaimemosg.github.io/EstimationTools/articles/Examples.html) to see the examples.

GitHub Events

Total
  • Issues event: 1
  • Push event: 11
Last Year
  • Issues event: 1
  • Push event: 11

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 780
  • Total Committers: 2
  • Avg Commits per committer: 390.0
  • Development Distribution Score (DDS): 0.109
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Jaimemosg j****g@u****o 695
Jaime Mosquera Gutiérrez 3****g 85
Committer Domains (Top 20 + Academic)
unal.edu.co: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 2
  • Total pull requests: 0
  • Average time to close issues: 5 months
  • Average time to close pull requests: N/A
  • Total issue authors: 2
  • Total pull request authors: 0
  • Average comments per issue: 1.5
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • ivangtorre (1)
  • Jaimemosg (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 229 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 6
  • Total maintainers: 1
cran.r-project.org: EstimationTools

Maximum Likelihood Estimation for Probability Functions from Data Sets

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 229 Last month
Rankings
Dependent repos count: 23.9%
Stargazers count: 25.5%
Average: 26.9%
Forks count: 27.8%
Dependent packages count: 28.7%
Downloads: 29.0%
Maintainers (1)
jmosquerag@unal.edu.co
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • BBmisc * depends
  • DEoptim * depends
  • GA * depends
  • R >= 3.5.0 depends
  • gaussquad * depends
  • survival * depends
  • Rdpack * imports
  • autoimage * imports
  • boot * imports
  • graphics * imports
  • matrixStats * imports
  • numDeriv * imports
  • stats * imports
  • stringr * imports
  • utils * imports
  • AdequacyModel * suggests
  • covr * suggests
  • gamlss.dist * suggests
  • knitr * suggests
  • lifecycle * suggests
  • readr * suggests
  • readtext * suggests
  • rmarkdown * suggests
  • spelling * suggests
  • testthat >= 3.0.0 suggests
  • vdiffr * suggests
.github/workflows/R-CMD-check.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • actions/upload-artifact main composite
  • r-lib/actions/setup-pandoc v1 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-tinytex v1 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
.github/workflows/test-coverage.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • r-lib/actions/setup-pandoc v1 composite
  • r-lib/actions/setup-r v2 composite