Bayesian coclustering of Anopheles gene expression time series: study of immune defense response to multiple experimental challenges.
We present a method for Bayesian model-based hierarchical coclustering of gene expression data and use it to study the temporal transcription responses of an Anopheles gambiae cell line upon challenge with multiple microbial elicitors. The method fits statistical regression models to the gene expres...
Main Authors: | Heard, N, Holmes, C, Stephens, D, Hand, D, Dimopoulos, G |
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Format: | Journal article |
Language: | English |
Published: |
2005
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