smsets
A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.
Science Score: 26.0%
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Low similarity (8.2%) to scientific vocabulary
Keywords
Repository
A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.
Basic Info
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 1
- Releases: 1
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Metadata Files
README.md
smsets
Description
The goal of smsets is to produce simple multivariate statistical tests and parameter estimation for means and variances / covariances when one single factor with two or more levels are involved. Analyses include:
- Multiple two-sample t-tests for means.
- Multiple two-sample Levene's tests for variances.
- Two-sample Hotelling's $T^2$ test.
- Extended Levene's tests for two multivariate samples based on Hotelling's $T^2$ test.
- Two-sample van Valen's test.
- One-way MANOVA.
- Box's M test of variation for multivariate samples (F approximation).
- Penrose's distance calculator
Getting started
You can install the development version of smsets from GitHub with:
{r}
devtools::install_github("ganava4/smsets")
Afterwards, just load it and it will be ready to use.
{r}
library("smsets")
Owner
- Name: Jorge A. Navarro Alberto
- Login: ganava4
- Kind: user
- Location: Merida, Yucatan, Mexico
- Company: Universidad Autonoma de Yucatan
- Website: https://jnavarroresearch.wordpress.com/
- Repositories: 1
- Profile: https://github.com/ganava4
My current research interests are primarily in the areas of ecological and environmental statistics
GitHub Events
Total
- Create event: 5
- Release event: 1
- Issues event: 1
- Watch event: 1
- Push event: 55
Last Year
- Create event: 5
- Release event: 1
- Issues event: 1
- Watch event: 1
- Push event: 55
Packages
- Total packages: 1
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Total downloads:
- cran 290 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
- Total maintainers: 1
cran.r-project.org: smsets
Simple Multivariate Statistical Estimation and Tests
- Homepage: https://github.com/ganava4/smsets
- Documentation: http://cran.r-project.org/web/packages/smsets/smsets.pdf
- License: MIT + file LICENSE
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Latest release: 1.2.3
published 8 months ago