hdrcde
Highest density regions and conditional density estimation
Science Score: 13.0%
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 4 DOI reference(s) in README -
○Academic publication links
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○Scientific vocabulary similarity
Low similarity (11.6%) to scientific vocabulary
Keywords from Contributors
Repository
Highest density regions and conditional density estimation
Basic Info
- Host: GitHub
- Owner: robjhyndman
- Language: R
- Default Branch: master
- Homepage: http://pkg.robjhyndman.com/hdrcde/
- Size: 12.5 MB
Statistics
- Stars: 25
- Watchers: 3
- Forks: 6
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
hdrcde: Highest Density Regions and Conditional Density Estimation
The R package hdrcde provides tools for computing highest density regions in one and two dimensions, kernel estimates of univariate density functions conditional on one covariate, and multimodal regression.
This package implements the methods described in the following papers.
- Rob J Hyndman (1996) "Computing and graphing highest density regions". American Statistician, 50, 120-126.
- Rob J Hyndman and David Bashtannyk (1996) "Estimating and visualizing conditional densities". Journal of Computational and Graphical Statistics, 5, 315-336.
- David Bashtannyk, Rob J Hyndman (2001) "Bandwidth selection for kernel conditional density estimation". Computational Statistics and Data Analysis 36(3), 279-298.
- Rob J Hyndman and Qiwei Yao (2002) "Nonparametric estimation and symmetry tests for conditional density functions". Journal of Nonparametric Statistics, 14(3), 259-278.
- Einbeck, J., and Tutz, G. (2006). "Modelling beyond regression functions: an application of multimodal regression to speed-flow data". Journal of the Royal Statistical Society, Series C, 55, 461-475.
- Richard J Samworth and Matthew P Wand (2010) "Asymptotics and optimal bandwidth selection for highest density region estimation". The Annals of Statistics, 38, 1767-1792.
Installation
You can install the stable version on R CRAN.
r
install.packages('hdrcde', dependencies = TRUE)
You can install the development version from Github
```r
install.packages("devtools")
devtools::install_github("robjhyndman/hdrcde") ```
License
This package is free and open source software, licensed under GPL 3.
Owner
- Name: Rob J Hyndman
- Login: robjhyndman
- Kind: user
- Location: Wurundjeri country, Australia
- Company: Monash University
- Website: https://robjhyndman.com
- Repositories: 139
- Profile: https://github.com/robjhyndman
I analyse data, develop new statistical methods, and write open source software.
GitHub Events
Total
- Watch event: 2
Last Year
- Watch event: 2
Committers
Last synced: almost 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Rob J Hyndman | r****n@g****m | 64 |
| Simon | s****n@b****s | 7 |
| Simon | s****n@e****g | 6 |
| Fan Cheng | c****7@1****m | 1 |
| ImgBotApp | I****p@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 6
- Total pull requests: 6
- Average time to close issues: 10 months
- Average time to close pull requests: about 18 hours
- Total issue authors: 6
- Total pull request authors: 3
- Average comments per issue: 3.0
- Average comments per pull request: 0.33
- Merged pull requests: 6
- Bot issues: 0
- Bot pull requests: 1
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
- alpersr (1)
- rlavelli (1)
- hughjonesd (1)
- fentonscode (1)
- robjhyndman (1)
- lindeloev (1)
Pull Request Authors
- simoncarrignon (4)
- ffancheng (1)
- imgbot[bot] (1)
Top Labels
Issue Labels
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Packages
- Total packages: 2
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Total downloads:
- cran 9,702 last-month
- Total docker downloads: 50,724
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Total dependent packages: 16
(may contain duplicates) -
Total dependent repositories: 29
(may contain duplicates) - Total versions: 26
- Total maintainers: 1
cran.r-project.org: hdrcde
Highest Density Regions and Conditional Density Estimation
- Homepage: https://pkg.robjhyndman.com/hdrcde/
- Documentation: http://cran.r-project.org/web/packages/hdrcde/hdrcde.pdf
- License: GPL-3
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Latest release: 3.4
published over 5 years ago
Rankings
Maintainers (1)
conda-forge.org: r-hdrcde
- Homepage: https://github.com/robjhyndman/hdrcde
- License: GPL-3.0-only
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Latest release: 3.2
published almost 4 years ago
Rankings
Dependencies
- R >= 2.15 depends
- KernSmooth * imports
- RColorBrewer * imports
- ash * imports
- ggplot2 * imports
- ks * imports
- locfit * imports