GRENITS
This is the development version of GRENITS; for the stable release version, see GRENITS.
Gene Regulatory Network Inference Using Time Series
Bioconductor version: Development (3.24)
The package offers four network inference statistical models using Dynamic Bayesian Networks and Gibbs Variable Selection: a linear interaction model, two linear interaction models with added experimental noise (Gaussian and Student distributed) for the case where replicates are available and a non-linear interaction model.
Author: Edward Morrissey
Maintainer: Edward Morrissey <edward.morrissey at gmail.com>
citation("GRENITS")):
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("GRENITS")
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("GRENITS")| GRENITS | R Script | |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | Bayesian, GeneExpression, GeneRegulation, GraphAndNetwork, Network, NetworkInference, Software, TimeCourse |
| Version | 1.65.0 |
| In Bioconductor since | BioC 2.9 (R-2.14) (15 years) |
| License | GPL (>= 2) |
| Depends | R (>= 2.12.0), Rcpp (>= 0.8.6), RcppArmadillo (>= 0.2.8), ggplot2 (>= 0.9.0) |
| Imports | graphics, grDevices, reshape2, stats, utils |
| System Requirements | |
| URL |
See More
| Suggests | network |
| Linking To | Rcpp, RcppArmadillo |
| 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 | GRENITS_1.65.0.tar.gz |
| Windows Binary (x86_64) | GRENITS_1.65.0.zip (64-bit only) |
| macOS Binary (big-sur-x86_64) | GRENITS_1.65.0.tgz |
| macOS Binary (sonoma-arm64) | GRENITS_1.65.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/GRENITS |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/GRENITS |
| Bioc Package Browser | https://code.bioconductor.org/browse/GRENITS/ |
| Package Short Url | https://bioconductor.org/packages/GRENITS/ |
| Package Downloads Report | Download Stats |