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Microarray time course data analysis
, 2008
"... 5 May have no particular pattern, as in developmental time ..."
On the gene ranking of replicated microarray time course data
, 2007
"... Consider the gene ranking problem of replicated microarray time course experiments where there are multiple biological conditions, and genes of interest are those whose temporal profiles are different across conditions. We derive the multi-sample multivariate empirical Bayes statistic for rank-ing g ..."
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genes in the order of differential expression, from both longitudinal and cross-sectional replicated developmental microarray time course data. Our longitudinal multi-sample model assumes that time course replicates are i.i.d. multivariate normal vectors. On the other hand, we construct our cross
Dynamic Modelling of Microarray Time Course Data
, 2001
"... The analysis of gene expression profiles, obtained from DNA microarray experiments, is used to discover relationships between genes and to discern groups of genes involved common processes. The principal aim of this paper is to introduce dynamic modelling of microarray time course data. A novel appr ..."
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The analysis of gene expression profiles, obtained from DNA microarray experiments, is used to discover relationships between genes and to discern groups of genes involved common processes. The principal aim of this paper is to introduce dynamic modelling of microarray time course data. A novel
Extracting binary signals from microarray time-course data
- Nucleic Acids Res
, 2007
"... doi:10.1093/nar/gkm284 ..."
A multivariate empirical bayes statistic for replicated microarray time course data
- Annals of Statistics
, 2006
"... ar ..."
Description Functions for data analysis and graphical displays for developmental microarray time course data. License LGPL
, 2013
"... R topics documented: abs2ratio........................................... 2 fruitfly............................................ 3 MArrayTC-class...................................... 3 matrix.cov.......................................... 5 mb.long........................................... 6 mb.MAN ..."
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