Science Score: 18.0%
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.1%) to scientific vocabulary
Last synced: 10 months ago
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Repository
Model-based cluster analysis (older version)
Basic Info
- Host: GitHub
- Owner: cran
- License: other
- Language: R
- Default Branch: master
- Homepage: http://www.stat.washington.edu/mclust
- Size: 859 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Created over 12 years ago
· Last pushed about 12 years ago
Metadata Files
Readme
Changelog
License
Citation
README
R port of the 2002 version of MCLUST, by Fraley and Raftery (Dept. of Statistics, University of Washington) by Ron Wehrens. Note that this version differs considerably from the older version. The Splus functionality, as described in the technical report (contained in directory inst/doc/tr415.pdf) is fully present. Implementation of some functions is slightly different (notably density and clpairs).
Owner
- Name: cran
- Login: cran
- Kind: organization
- Website: https://docs.r-hub.io/#cran-source-code-mirror
- Repositories: 24,965
- Profile: https://github.com/cran
Unofficial read-only mirror of all CRAN R packages
Citation (CITATION)
@article{BanfieldRaftery1993,
author = "J. D. Banfield and A. E. Raftery",
title = "Model-based {G}aussian and non-{G}aussian clustering",
journal = "Biometrics",
year = 1993,
volume = 49,
pages = "803-821"}
@article{Fraley1998,
author = "C. Fraley",
title = "Algorithms for Model-Based {G}aussian Hierarchical
Clustering",
journal = "SIAM Journal on Scientific Computing",
volume = 20,
pages = "270-281",
year = 1998}
@article{FraleyRaftery1998,
author = "C. Fraley and A. E. Raftery",
title = "How many clusters? {W}hich clustering method? -
{A}nswers via Model-Based Cluster Analysis",
journal = "Computer Journal",
volume = "41",
pages = "578-588",
year = 1998}
@article{FraleyRaftery1999,
author = "C. Fraley and A. E. Raftery",
title = "{MCLUST}: Software for Model-Based Cluster Analysis",
journal = "Journal of Classification",
volume = 16,
pages = "297-306",
year = 1999}
@article{FraleyRaftery2002,
author = "C. Fraley and A. E. Raftery",
title = "Model-Based Clustering, Discriminant Analysis and
Density Estimation",
journal = "Journal of the American Statistical Association",
volume = 97,
pages = "611-631",
year = 2002}
@techreport{MclustSoftwareManual2002,
author = "C. Fraley and A. E. Raftery",
title = "{MCLUST}: {S}oftware for
Model-Based Clustering, Density Estimation,
and Discriminant Analysis",
type = "Technical Report",
number = "415",
address = "Department of Statistics",
institution = "University of Washington",
month = "October",
year = 2002}
@article{FraleyRaftery2003,
author = "C. Fraley and A. E. Raftery",
title = "Enhanced Software for
Model-Based Clustering, Density Estimation,
and Discriminant Analysis: {MCLUST}",
journal = "Journal of Classification",
volume = 20,
pages = "263-286",
year = 2003}
@techreport{MclustSoftwareManual2006,
author = "C. Fraley and A. E. Raftery",
title = "{MCLUST} Version 3 for {R}: {N}ormal
Mixture Modeling and Model-Based Clustering",
type = "Technical Report",
number = "504",
address = "Department of Statistics",
institution = "University of Washington",
month = "September",
year = 2006}