iterativeBMAsurv
This is the development version of iterativeBMAsurv; for the stable release version, see iterativeBMAsurv.
The Iterative Bayesian Model Averaging (BMA) Algorithm For Survival Analysis
Bioconductor version: Development (3.24)
The iterative Bayesian Model Averaging (BMA) algorithm for survival analysis is a variable selection method for applying survival analysis to microarray data.
Author: Amalia Annest, University of Washington, Tacoma, WA Ka Yee Yeung, University of Washington, Seattle, WA
Maintainer: Ka Yee Yeung <kayee at u.washington.edu>
citation("iterativeBMAsurv")):
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")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("iterativeBMAsurv")
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("iterativeBMAsurv")| The Iterative Bayesian Model Averaging Algorithm For Survival Analysis | R Script | |
| Reference Manual |
Details
| biocViews | Microarray, Software |
| Version | 1.71.0 |
| In Bioconductor since | BioC 2.3 (R-2.8) (18 years) |
| License | GPL (>= 2) |
| Depends | BMA, leaps, survival, splines |
| Imports | graphics, grDevices, stats, survival, utils |
| System Requirements | |
| URL | http://expression.washington.edu/ibmasurv/protected |
See More
| Suggests | |
| 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 | iterativeBMAsurv_1.71.0.tar.gz |
| Windows Binary (x86_64) | iterativeBMAsurv_1.71.0.zip (64-bit only) |
| macOS Binary (big-sur-x86_64) | iterativeBMAsurv_1.71.0.tgz |
| macOS Binary (sonoma-arm64) | iterativeBMAsurv_1.71.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/iterativeBMAsurv |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/iterativeBMAsurv |
| Bioc Package Browser | https://code.bioconductor.org/browse/iterativeBMAsurv/ |
| Package Short Url | https://bioconductor.org/packages/iterativeBMAsurv/ |
| Package Downloads Report | Download Stats |