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DESCRIPTION
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DESCRIPTION
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Package: tigre
Version: 1.29.1
Date: 2016-12-15
Title: Transcription factor Inference through Gaussian process
Reconstruction of Expression
Author: Antti Honkela, Pei Gao, Jonatan Ropponen, Miika-Petteri
Matikainen, Magnus Rattray, Neil D. Lawrence
Maintainer: Antti Honkela <[email protected]>
Depends: R (>= 2.11.0), BiocGenerics, Biobase
Imports: methods, AnnotationDbi, gplots, graphics, grDevices, stats, utils,
annotate, DBI, RSQLite
Suggests: drosgenome1.db, puma, lumi, BiocStyle
Description: The tigre package implements our methodology of Gaussian
process differential equation models for analysis of gene
expression time series from single input motif networks. The
package can be used for inferring unobserved transcription
factor (TF) protein concentrations from expression measurements
of known target genes, or for ranking candidate targets of a
TF.
License: AGPL-3
URL: https://github.com/ahonkela/tigre
BugReports: https://github.com/ahonkela/tigre/issues
biocViews: Microarray, TimeCourse, GeneExpression, Transcription,
GeneRegulation, NetworkInference, Bayesian