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Robust estimation of cDNA microarray intensities with replicates. The package uses a Bayesian hierarchical model for the robust estimation. Outliers are modeled explicitly using a t-distribution, and the model also addresses classical issues such as design effects, normalization, transformation, and nonconstant variance.
Package details |
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Author | Raphael Gottardo |
Bioconductor views | Microarray Preprocessing QualityControl TwoChannel |
Maintainer | Raphael Gottardo <raph@stat.ubc.ca> |
License | GPL (>= 2) |
Version | 1.64.0 |
Package repository | View on Bioconductor |
Installation |
Install the latest version of this package by entering the following in R:
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