FinfoMDS
This is the released version of FinfoMDS; for the devel version, see FinfoMDS.
Multidimensional Scaling with F-ratio for microbiome visualization
Bioconductor version: Release (3.23)
F-informed MDS is a new multidimensional scaling-based ordination method that configures data distribution based on the F-statistic (i.e., the ratio of dispersion between groups with shared or differing labels).
Author: Soobin Kim [aut, cre], Hyungseok Kim [aut]
Maintainer: Soobin Kim <soob.kim00 at gmail.com>
citation("FinfoMDS")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("FinfoMDS")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("FinfoMDS")| vignette | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | DimensionReduction, Microbiome, MultidimensionalScaling, Software, Visualization |
| Version | 1.2.0 |
| In Bioconductor since | BioC 3.22 (R-4.5) (1 year) |
| License | GPL-3 |
| Depends | R (>= 4.4.0) |
| Imports | phyloseq |
| System Requirements | |
| URL | https://github.com/soob-kim/FinfoMDS |
| Bug Reports | https://github.com/soob-kim/FinfoMDS/issues |
See More
| Suggests | testthat (>= 3.0.0), knitr, rmarkdown, BiocStyle |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | FinfoMDS_1.2.0.tar.gz |
| Windows Binary (x86_64) | FinfoMDS_1.2.0.zip |
| macOS Binary (big-sur-x86_64) | FinfoMDS_1.2.0.tgz |
| macOS Binary (sonoma-arm64) | FinfoMDS_1.2.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/FinfoMDS |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/FinfoMDS |
| Bioc Package Browser | https://code.bioconductor.org/browse/FinfoMDS/ |
| Package Short Url | https://bioconductor.org/packages/FinfoMDS/ |
| Package Downloads Report | Download Stats |