statTarget
This is the released version of statTarget; for the devel version, see statTarget.
Statistical Analysis of Molecular Profiles
Bioconductor version: Release (3.23)
A streamlined tool provides a graphical user interface for quality control based signal drift correction (QC-RFSC), integration of data from multi-batch MS-based experiments, and the comprehensive statistical analysis in metabolomics and proteomics.
Author: Hemi Luan
Maintainer: Hemi Luan <hemi.luan at gmail.com>
citation("statTarget")):
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("statTarget")
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("statTarget")| QC_free approach with Combat method | HTML | R Script |
| statTarget2 for pathway analysis | HTML | R Script |
| statTarget2 On using the Graphical User Interface | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | BatchEffect, ComBat, DifferentialExpression, ImmunoOncology, Lipidomics, Machine Learning, MassSpectrometry, Metabolomics, MultipleComparison, Normalization, Preprocessing, Proteomics, QC-RFSC, QualityControl, Software, Visualization |
| Version | 1.42.0 |
| In Bioconductor since | BioC 3.4 (R-3.3) (10 years) |
| License | LGPL (>= 3) |
| Depends | R (>= 3.6.0) |
| Imports | randomForest, plyr, pdist, ROC, utils, grDevices, graphics, rrcov, stats, pls, impute |
| System Requirements | |
| URL | https://stattarget.github.io |
See More
| Suggests | testthat, BiocStyle, knitr, rmarkdown |
| 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 | statTarget_1.42.0.tar.gz |
| Windows Binary (x86_64) | statTarget_1.42.0.zip |
| macOS Binary (big-sur-x86_64) | statTarget_1.42.0.tgz |
| macOS Binary (sonoma-arm64) | statTarget_1.42.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/statTarget |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/statTarget |
| Bioc Package Browser | https://code.bioconductor.org/browse/statTarget/ |
| Package Short Url | https://bioconductor.org/packages/statTarget/ |
| Package Downloads Report | Download Stats |