306 search results - page 26 / 62 » A factor model to analyze heterogeneity in gene expression |
BMCBI
2008
2008
Relating gene expression data on two-component systems to functional annotations in Escherichia coli
14 years 9 months ago
Background: Obtaining physiological insights from microarray experiments requires computational techniques that relate gene expression data to functional information. Traditionall...
BMCBI
2010
14 years 9 months ago
2010
Background: In a time-course microarray experiment, the expression level for each gene is observed across a number of time-points in order to characterize the temporal trajectorie...
BMCBI
2004
14 years 9 months ago
2004
Background: Serial Analysis of Gene Expression (SAGE) is a functional genomic technique that quantitatively analyzes the cellular transcriptome. The analysis of SAGE libraries rel...
RECOMB
2002
Springer
15 years 10 months ago
2002
Springer
We present a probabilistic framework that models the process by which transcriptional binding explains the mRNA expression of different genes. Our joint probabilistic model unifie...
BMCBI
2008
14 years 9 months ago
2008
Background: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mecha...