CAMTHC
This package is for version 3.9 of Bioconductor. This package has been removed from Bioconductor. For the last stable, up-to-date release version, see CAMTHC (renamed to debCAM).
Convex Analysis of Mixtures for Tissue Heterogeneity Characterization
Bioconductor version: 3.9
An R package for tissue heterogeneity characterization by convex analysis of mixtures (CAM). It provides basic functions to perform unsupervised deconvolution on mixture expression profiles by CAM and some auxiliary functions to help understand the subpopulation-specific results. It also implements functions to perform supervised deconvolution based on prior knowledge of molecular markers, S matrix or A matrix. Combining molecular markers from CAM and from prior knowledge can achieve semi-supervised deconvolution of mixtures.
Author: Lulu Chen <luluchen at vt.edu>
Maintainer: Lulu Chen <luluchen at vt.edu>
citation("CAMTHC")):
Installation
To install this package, start R (version "3.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("CAMTHC")
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("CAMTHC")| CAMTHC User Manual | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | CellBiology, GeneExpression, Software |
| Version | 1.2.0 |
| In Bioconductor since | BioC 3.8 (R-3.5) (5.5 years) |
| License | GPL-2 |
| Depends | R (>= 3.5) |
| Imports | methods, rJava, BiocParallel, stats, Biobase, SummarizedExperiment, corpcor, geometry, NMF, nnls, DMwR, pcaPP, apcluster, graphics |
| System Requirements | Java (>= 1.8) |
| URL | |
| Bug Reports | https://github.com/Lululuella/CAMTHC/issues |
See More
| Suggests | knitr, rmarkdown, BiocStyle, testthat, GEOquery, rgl |
| 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 | CAMTHC_1.2.0.tar.gz |
| Windows Binary | CAMTHC_1.2.0.zip (32- & 64-bit) |
| Mac OS X 10.11 (El Capitan) | CAMTHC_1.2.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/CAMTHC |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/CAMTHC |
| Bioc Package Browser | https://code.bioconductor.org/browse/CAMTHC/ |
| Package Short Url | https://bioconductor.org/packages/CAMTHC/ |
| Package Downloads Report | Download Stats |
| Old Source Packages for BioC 3.9 | Source Archive |