micompm
micompm: A MATLAB/Octave toolbox for multivariate independent comparison of observations - Published in JOSS (2018)
Science Score: 49.0%
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✓DOI references
Found 11 DOI reference(s) in README -
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Low similarity (12.9%) to scientific vocabulary
Keywords
Repository
Multivariate independent comparison of observations
Basic Info
Statistics
- Stars: 3
- Watchers: 1
- Forks: 2
- Open Issues: 0
- Releases: 3
Topics
Metadata Files
README.md
Summary
micompm is a MATLAB/Octave port of the original micompr package for comparing multivariate samples associated with different groups. It uses principal component analysis to convert multivariate observations into a set of linearly uncorrelated statistical measures, which are then compared using a number of statistical methods. This technique is independent of the distributional properties of samples and automatically selects features that best explain their differences, avoiding manual selection of specific points or summary statistics. The procedure is appropriate for comparing samples of time series, images, spectrometric measures or similar multivariate observations. It is aimed at researchers from all fields of science, although it requires some knowledge on design of experiments, statistical testing and multidimensional data analysis.
Follow micompm's User Guide to get started.
Dependencies
Documents
References
Practice
- Fachada N, Rosa AC. (2018) micompm: A MATLAB/Octave toolbox for multivariate independent comparison of observations. Journal of Open Source Software. 3(23):430. https://doi.org/10.21105/joss.00430
Theory
- Fachada N, Lopes VV, Martins RC, Rosa AC. (2017) Model-independent comparison of simulation output. Simulation Modelling Practice and Theory. 72:131–149. http://dx.doi.org/10.1016/j.simpat.2016.12.013 (arXiv preprint)
License
Owner
- Name: Nuno Fachada
- Login: nunofachada
- Kind: user
- Location: Portugal
- Company: Universidade Lusófona
- Twitter: nunofachada
- Repositories: 39
- Profile: https://github.com/nunofachada
Professor @VideojogosLusofona
GitHub Events
Total
Last Year
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Nuno Fachada | f****n@f****m | 104 |
| Nuno Fachada | f****c | 4 |
| jordigh | j****h@o****g | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 2
- Total pull requests: 1
- Average time to close issues: 4 months
- Average time to close pull requests: less than a minute
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- 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
- nunofachada (2)
Pull Request Authors
- nunofachada (1)