fda.usc
Functional Data Analysis and Utilities for Statistical Computing
Science Score: 36.0%
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
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.9%) to scientific vocabulary
Keywords
Repository
Functional Data Analysis and Utilities for Statistical Computing
Basic Info
- Host: GitHub
- Owner: moviedo5
- Language: R
- Default Branch: master
- Homepage: https://moviedo5.github.io/fda.usc/
- Size: 16.9 MB
Statistics
- Stars: 13
- Watchers: 0
- Forks: 3
- Open Issues: 3
- Releases: 0
Topics
Metadata Files
README.md
fda.usc: Functional Data Analysis and Utilities for Statistical Computing
Package overview
fda.usc package carries out exploratory and descriptive analysis of functional data exploring its most important features such as depth measurements or functional outliers detection, among others. It also helps to explain and model the relationship between a dependent variable and independent (regression models) and make predictions. Methods for supervised or unsupervised classification of a set of functional data regarding a feature of the data are also included. It can perform functional ANOVA, hypothesis testing, functional response models and many others.
Installation
You can install the current fda.usc version from CRAN with:
r
install.packages("fda.usc")
or the latest patched version from Github with:
r
library(devtools)
devtools::install_github("moviedo5/fda.usc")
Issues & Feature Requests
For issues, bugs, feature requests etc. please use the Github Issues. Input is always welcome.
Documentation
A hands on introduction to can be found in the reference vignette.
Details on specific functions are in the reference manual.
Cheatsheet fda.usc reference card.
References
Febrero-Bande, M. and Oviedo de la Fuente, M. (2012). Statistical Computing in Functional Data Analysis: The R Package fda.usc. Journal of Statistical Software, 51(4):1-28. https://dx.doi.org/10.18637/jss.v051.i04
Owner
- Name: Manuel
- Login: moviedo5
- Kind: user
- Location: A Coruña
- Company: Unviersity of A Coruña
- Website: https://pdi.udc.es/gl/File/Pdi/3K3FM
- Twitter: moviedo5
- Repositories: 2
- Profile: https://github.com/moviedo5
PhD in Statistics
GitHub Events
Total
- Watch event: 4
- Issue comment event: 1
- Push event: 12
Last Year
- Watch event: 4
- Issue comment event: 1
- Push event: 12
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Manuel Febrero Bande | m****o@u****s | 75 |
| Manuel | 4****5 | 36 |
| moviedo5 | m****o@u****s | 18 |
| rubenfcasal | r****l@g****m | 2 |
| moviedo5 | m****o@u****s | 1 |
Packages
- Total packages: 1
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Total downloads:
- cran 2,167 last-month
- Total docker downloads: 45,774
- Total dependent packages: 22
- Total dependent repositories: 21
- Total versions: 27
- Total maintainers: 1
cran.r-project.org: fda.usc
Functional Data Analysis and Utilities for Statistical Computing
- Homepage: https://github.com/moviedo5/fda.usc
- Documentation: http://cran.r-project.org/web/packages/fda.usc/fda.usc.pdf
- License: GPL-2
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Latest release: 2.2.0
published over 1 year ago
Rankings
Maintainers (1)
Dependencies
- MASS * depends
- R >= 2.10 depends
- fda * depends
- mgcv * depends
- splines * depends
- doParallel * imports
- foreach * imports
- grDevices * imports
- graphics * imports
- iterators * imports
- methods * imports
- nlme * imports
- parallel * imports
- stats * imports
- utils * imports
- rmarkdown * suggests