tspair

DOI: 10.18129/B9.bioc.tspair    

Top Scoring Pairs for Microarray Classification

Bioconductor version: Release (3.15)

These functions calculate the pair of genes that show the maximum difference in ranking between two user specified groups. This "top scoring pair" maximizes the average of sensitivity and specificity over all rank based classifiers using a pair of genes in the data set. The advantage of classifying samples based on only the relative rank of a pair of genes is (a) the classifiers are much simpler and often more interpretable than more complicated classification schemes and (b) if arrays can be classified using only a pair of genes, PCR based tests could be used for classification of samples. See the references for the tspcalc() function for references regarding TSP classifiers.

Author: Jeffrey T. Leek <jtleek at jhu.edu>

Maintainer: Jeffrey T. Leek <jtleek at jhu.edu>

Citation (from within R, enter citation("tspair")):

Installation

To install this package, start R (version "4.2") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("tspair")

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("tspair")

 

PDF R Script tspTutorial
PDF   Reference Manual

Details

biocViews Microarray, Software
Version 1.53.0
In Bioconductor since BioC 2.4 (R-2.9) (13.5 years)
License GPL-2
Depends R (>= 2.10), Biobase(>= 2.4.0)
Imports
LinkingTo
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Enhances
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Depends On Me
Imports Me
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package tspair_1.53.0.tar.gz
Windows Binary tspair_1.53.0.zip
macOS Binary (x86_64) tspair_1.53.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/tspair
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/tspair
Package Short Url https://bioconductor.org/packages/tspair/
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