eoPredData
This is the released version of eoPredData; for the devel version, see eoPredData.
ExperimentHub package containing model data for predicting preeclampsia status for based on plcaental DNA methylation profile
Bioconductor version: Release (3.23)
Provides access to eoPred pretrained model hosted on ExperimentHub. Model was trained on placental DNA methylation preeclampsia samples using mixOmics splsda. There are two resources: 1. the model object, and 2. a testing data set used to demonstrate the function.
Author: Iciar Boyano [aut], Victor Yuan [aut, cre]
Maintainer: Victor Yuan <victor.2wy at gmail.com>
citation("eoPredData")):
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("eoPredData")
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("eoPredData")| eoPredData | HTML | R Script |
| Reference Manual | ||
| LICENSE | Text |
Details
| biocViews | ExperimentData, ExperimentHub, GEO, Homo_sapiens_Data, MethylationArrayData, Tissue |
| Version | 1.6.0 |
| License | MIT + file LICENSE |
| Depends | ExperimentHub |
| Imports | |
| System Requirements | |
| URL | https://github.com/wvictor14/eoPredData |
| Bug Reports | https://github.com/wvictor14/eoPredData/issues |
See More
| Suggests | BiocStyle, knitr, rmarkdown, RefManageR, planet, mixOmics |
| 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 | eoPredData_1.6.0.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (big-sur-x86_64) | |
| macOS Binary (sonoma-arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/eoPredData |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/eoPredData |
| Package Short Url | https://bioconductor.org/packages/eoPredData/ |
| Package Downloads Report | Download Stats |