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    BMCBI
    2008
    107views more  BMCBI 2008»
    A mixture model approach to sample size estimation in two-sample comparative microarray experiments
    13 years 6 months ago
    A mixture model approach to sample size estimation in two-sample comparative microarray experiments
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    Background: Choosing the appropriate sample size is an important step in the design of a microarray experiment, and recently methods have been proposed that estimate sample sizes ...
    Tommy S. Jørstad, Herman Midelfart, Atle M....
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    BMCBI
    2004
    139views more  BMCBI 2004»
    Resolution of large and small differences in gene expression using models for the Bayesian analysis of gene expression levels an
    13 years 6 months ago
    Resolution of large and small differences in gene expression using models for the Bayesian analysis of gene expression levels an
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    Background: The detection of small yet statistically significant differences in gene expression in spotted DNA microarray studies is an ongoing challenge. Meeting this challenge r...
    Jeffrey P. Townsend
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    CSDA
    2007
    151views more  CSDA 2007»
    Robust semiparametric mixing for detecting differentially expressed genes in microarray experiments
    13 years 6 months ago
    Robust semiparametric mixing for detecting differentially expressed genes in microarray experiments
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    An important goal of microarray studies is the detection of genes that show significant changes in observed expressions when two or more classes of biological samples such as tre...
    Marco Alfò, Alessio Farcomeni, Luca Tardell...
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    BMCBI
    2006
    106views more  BMCBI 2006»
    Methodological study of affine transformations of gene expression data with proposed robust non-parametric multi-dimensional nor
    13 years 6 months ago
    Methodological study of affine transformations of gene expression data with proposed robust non-parametric multi-dimensional nor
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    Background: Low-level processing and normalization of microarray data are most important steps in microarray analysis, which have profound impact on downstream analysis. Multiple ...
    Henrik Bengtsson, Ola Hössjer
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    BMCBI
    2006
    126views more  BMCBI 2006»
    OpWise: Operons aid the identification of differentially expressed genes in bacterial microarray experiments
    13 years 6 months ago
    OpWise: Operons aid the identification of differentially expressed genes in bacterial microarray experiments
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    Background: Differentially expressed genes are typically identified by analyzing the variation between replicate measurements. These procedures implicitly assume that there are no...
    Morgan N. Price, Adam P. Arkin, Eric J. Alm
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