Bioconductor version: 2.9
The package provides functionality that can be useful for the analysis of high-density tiling microarray data (such as from Affymetrix genechips) for measuring transcript abundance and architecture. The main functionalities of the package are: 1. the class 'segmentation' for representing partitionings of a linear series of data; 2. the function 'segment' for fitting piecewise constant models using a dynamic programming algorithm that is both fast and exact; 3. the function 'confint' for calculating confidence intervals using the strucchange package; 4. the function 'plotAlongChrom' for generating pretty plots; 5. the function 'normalizeByReference' for probe-sequence dependent response adjustment from a (set of) reference hybridizations.
Author: Wolfgang Huber, Zhenyu Xu, Joern Toedling with contributions from Matt Ritchie
Maintainer: Zhenyu Xu <zhenyu at ebi.ac.uk>
To install this package, start R and enter:
source("http://bioconductor.org/biocLite.R") biocLite("tilingArray")
To cite this package in a publication, start R and enter:
citation("tilingArray")
R Script | Introduction to the plotAlongChrom function | |
R Script | Introduction to using the segment function to fit a piecewise constant curve | |
R Script | Normalisation with the normalizeByReference function in the tilingArray package | |
R Script | Segmentation demo | |
R Script | Supplement. Calculation of the cost matrix | |
Reference Manual |
biocViews | Microarray, OneChannel, Preprocessing, Visualization |
Depends | R (>= 2.11.0), Biobase, methods, pixmap |
Imports | strucchange, affy, vsn, genefilter, RColorBrewer, grid |
Suggests | |
System Requirements | |
License | Artistic-2.0 |
URL | |
Depends On Me | ADaCGH2, davidTiling |
Imports Me | snapCGH |
Suggests Me | |
Version | 1.32.0 |
Since | Bioconductor 2.2 (R-2.7) |
Package Source | tilingArray_1.32.0.tar.gz |
Windows Binary | tilingArray_1.32.0.zip (32- & 64-bit) |
MacOS 10.5 (Leopard) binary | tilingArray_1.32.0.tgz |
Package Downloads Report | Download Stats |
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