microSTASIS
0.1.0Microbiota STability ASsessment via Iterative cluStering
Overview
The toolkit 'µSTASIS' has been developed for the stability analysis of microbiota in a temporal framework by leveraging on iterative clustering. Concretely, the core function uses Hartigan-Wong k-means algorithm as many times as possible for stressing out paired samples from the same individuals to test if they remain together for multiple numbers of clusters over a whole data set of individuals. Moreover, the package includes multiple functions to subset samples from paired times, validate the results or visualize the output.
Install
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Documentation
- Examples that run
- 83%
- Documented parameters
- 100%
- Return-value docs
- 100%
- References docs
- 0%
Downloads
Dependencies
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Code & Tests
- Cyclomatic complexity
- 4.0 median / 9 max
Test coverage
Line coverage
–
Expression
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Tests / Examples
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Functions
12 12 exported
Complexity
4.9 avg / 9 max
Call network
12 nodes / 0 edges
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Call graph
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People & History
1 release. R releases are shown for context.
- RR 4.4.0 released · 2024-04-24
- archivedRemoved from CRAN2023-04-27: this package is now available from Bioconductor only, see <https://www.bioconductor.org/packages/release/bioc/html/microSTASIS.html>
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- 0.1.02021-09-14
- RR 4.1.0 released · 2021-05-18
Package metadata
- Total releases
- 1
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 2.10
- Bundled data
- 86 KB / 1 file
- Download size
- not tracked yet
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