biotools

biotools: Tools for Biometry and Applied Statistics in Agricultural Science (R package)

https://github.com/arsilva87/biotools

Science Score: 10.0%

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
  • 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 (16.6%) to scientific vocabulary

Keywords

cluster-analysis multivariate-analysis r r-package statistics tocher
Last synced: 6 months ago · JSON representation

Repository

biotools: Tools for Biometry and Applied Statistics in Agricultural Science (R package)

Basic Info
Statistics
  • Stars: 2
  • Watchers: 0
  • Forks: 0
  • Open Issues: 6
  • Releases: 0
Topics
cluster-analysis multivariate-analysis r r-package statistics tocher
Created about 7 years ago · Last pushed 11 months ago
Metadata Files
Readme Contributing License

README.md

CRAN status <!-- badges: end -->

The package biotools has been developed for helping biologists, ecologists and researchers of related fields to perform optimization cluster analysis, specifically using Tocher's method, as well as to evaluate the quality of the clustering. For this last purpose, some new and standard methodologies are supplied: the cophenetic correlation coefficient, Box's M-test for equality of covariance matrices and discriminant analysis based on Mahalanobis generalized distance. These two latter can also be used upon clustering obtained with other methods, including the hierarchical ones.

Users can also find some other useful tools, such as a function for performing the well known Mantel's test and for computing its simulated power, a function that allows one to perform path analysis dealing with collinearity and a function for determining the minimum sample size in a very general way.

Getting started

You can install the released version on CRAN directly from the R console, with:

r install.packages("biotools") Or you can install the development version from GitHub, using:

r devtools::install_github("arsilva87/biotools") Afterwards, just load it and it will be ready to use.

r library("biotools")

Check the "Articles" menu to see illustrations of some of its functions. In the "Reference" menu you can find the complete documentation and examples of all functions and data sets.

Contact

biotools is an ongoing project. Contributions are very welcome. If you have a question or have found a bug, please open an Issue or reach out directly by e-mail: anderson.silva@ifgoiano.edu.br.

Owner

  • Name: Anderson R da Silva
  • Login: arsilva87
  • Kind: user
  • Location: Urutaí, Brazil
  • Company: Goiano Federal Institute

Professor of Statistics; R enthusiastic.

GitHub Events

Total
  • Push event: 4
Last Year
  • Push event: 4

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 130
  • Total Committers: 2
  • Avg Commits per committer: 65.0
  • Development Distribution Score (DDS): 0.362
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
arsilva87 4****7 83
Anderson R da Silva a****a@i****r 47
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: over 2 years ago

All Time
  • Total issues: 8
  • Total pull requests: 0
  • Average time to close issues: 12 days
  • Average time to close pull requests: N/A
  • Total issue authors: 4
  • 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: 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
Top Authors
Issue Authors
  • diyadas (5)
  • arsilva87 (1)
  • nandp1 (1)
  • karthik (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 2,350 last-month
  • Total docker downloads: 21,613
  • Total dependent packages: 4
  • Total dependent repositories: 2
  • Total versions: 12
  • Total maintainers: 1
cran.r-project.org: biotools

Tools for Biometry and Applied Statistics in Agricultural Science

  • Versions: 12
  • Dependent Packages: 4
  • Dependent Repositories: 2
  • Downloads: 2,350 Last month
  • Docker Downloads: 21,613
Rankings
Dependent packages count: 9.2%
Downloads: 11.0%
Dependent repos count: 19.9%
Average: 20.0%
Forks count: 28.4%
Stargazers count: 31.5%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • MASS * depends
  • boot * imports
  • datasets * imports
  • grDevices * imports
  • graphics * imports
  • stats * imports
  • utils * imports
  • SpatialEpi * suggests
  • knitr * suggests
  • lattice * suggests
  • rmarkdown * suggests
  • rpanel * suggests
  • soilphysics * suggests
  • tcltk * suggests
  • tkrplot * suggests