Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
2 of 7 committers (28.6%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (12.7%) to scientific vocabulary
Repository
R package matrixpls
Statistics
- Stars: 6
- Watchers: 4
- Forks: 5
- Open Issues: 4
- Releases: 2
Metadata Files
README.md
matrixpls
matrixpls is a matrix based implementation of Partial Least Squares Path Modeling algorithm. The matrix based implementation is computationally more efficient than existing PLS implementation (plspm and semPLS) and does not require raw data but calculates the PLS estimates from a covariance matrix. The package is designed towards Monte Carlo simulations with simsem.
Development
matrixpls has three development targets or main requirements
- matrixpls should be able to estimate all relevant vignettes from simsem
- matrixpls works as drop-in replacement for the most recent version of plspm
- matrixpls works as drop-in replacement for the most recent version of plsSEM
All simsem vignettes should work by just replacing the call to sim with a call to matrixpls.sim. Compatibility with plspm and semPLS should be as easy as substituting the calls to plspm function with matrixpls.plspm and semPLS with matrixpls.semPLS.
matrixpls uses test driven development with Runit. This means that the tests are written first and then software is implemented to conform with the tests.
Requirements and Installation
To install the latest development version of matrixpls from github (using the package "devtools"), run in your R console: ```
install.packages("devtools")
library(devtools) install_github("mronkko/matrixpls") ```
To check out the source code and install from local copy, run the following shell commands
git clone https://github.com/mronkko/matrixpls.git
R CMD BUILD matrixpls
R CMD CHECK matrixpls_*.tar.gz
R CMD INSTALL matrixpls_*.tar.gz
You may need to install development versions of Lavaan and simsem to run the development version of matrixpls
``` install.packages("lavaan", repos="http://www.da.ugent.be", type="source")
install.packages("simsem", repos="http://rweb.quant.ku.edu/kran", type="source") ```
Author Contact
Mikko Rönkkö (mikko.ronkko@jyu.fi)
Owner
- Name: Mikko Rönkkö
- Login: mronkko
- Kind: user
- Repositories: 12
- Profile: https://github.com/mronkko
GitHub Events
Total
Last Year
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Mikko Rönkkö | m****o@a****i | 288 |
| Mikko Rönkkö | m****o@j****i | 39 |
| Gaston Sanchez | g****t@g****m | 10 |
| Mikko Rönkkö | m****o@M****l | 5 |
| Manuel Steiner | m****r@u****e | 1 |
| Mikko Rönkkö | m****o@d****i | 1 |
| FloSchuberth | f****h@u****e | 1 |
Committer Domains (Top 20 + Academic)
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 17
cran.r-project.org: matrixpls
Matrix-Based Partial Least Squares Estimation
- Homepage: https://github.com/mronkko/matrixpls
- Documentation: http://cran.r-project.org/web/packages/matrixpls/matrixpls.pdf
- License: GPL-3
- Status: removed
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Latest release: 1.0.13
published about 5 years ago
Rankings
Dependencies
- R >= 2.10 depends
- MASS * imports
- assertive * imports
- boot * imports
- lavaan * imports
- methods * imports
- psych * imports
- ASGSCA * suggests
- Matrix * suggests
- R.rsp * suggests
- knitr * suggests
- parallel * suggests
- simsem * suggests