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    BMCBI
    2008
    154views more  BMCBI 2008»
    Bayesian models and meta analysis for multiple tissue gene expression data following corticosteroid administration
    13 years 7 months ago
    Bayesian models and meta analysis for multiple tissue gene expression data following corticosteroid administration
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    Background: This paper addresses key biological problems and statistical issues in the analysis of large gene expression data sets that describe systemic temporal response cascade...
    Yulan Liang, Arpad Kelemen
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    BMCBI
    2007
    97views more  BMCBI 2007»
    In situ analysis of cross-hybridisation on microarrays and the inference of expression correlation
    13 years 7 months ago
    In situ analysis of cross-hybridisation on microarrays and the inference of expression correlation
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    Background: Microarray co-expression signatures are an important tool for studying gene function and relations between genes. In addition to genuine biological co-expression, corr...
    Tineke Casneuf, Yves Van de Peer, Wolfgang Huber
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    BMCBI
    2008
    167views more  BMCBI 2008»
    Not proper ROC curves as new tool for the analysis of differentially expressed genes in microarray experiments
    13 years 7 months ago
    Not proper ROC curves as new tool for the analysis of differentially expressed genes in microarray experiments
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    Background: Most microarray experiments are carried out with the purpose of identifying genes whose expression varies in relation with specific conditions or in response to enviro...
    Stefano Parodi, Vito Pistoia, Marco Muselli
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    BMCBI
    2007
    134views more  BMCBI 2007»
    A framework for significance analysis of gene expression data using dimension reduction methods
    13 years 7 months ago
    A framework for significance analysis of gene expression data using dimension reduction methods
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    Background: The most popular methods for significance analysis on microarray data are well suited to find genes differentially expressed across predefined categories. However, ide...
    Lars Halvor Gidskehaug, Endre Anderssen, Arnar Fla...
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    ACML
    2009
    Springer
    353views Machine Learning» more  ACML 2009»
    Robust Discriminant Analysis Based on Nonparametric Maximum Entropy
    14 years 2 months ago
    Robust Discriminant Analysis Based on Nonparametric Maximum Entropy
    Download  www.nlpr.ia.ac.cn
    In this paper, we propose a Robust Discriminant Analysis based on maximum entropy (MaxEnt) criterion (MaxEnt-RDA), which is derived from a nonparametric estimate of Renyi’s quadr...
    Ran He, Bao-Gang Hu, Xiaotong Yuan
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