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    BMCBI
    2010
    146views more  BMCBI 2010»
    Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers
    13 years 8 months ago
    Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers
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    Background: The information provided by dense genome-wide markers using high throughput technology is of considerable potential in human disease studies and livestock breeding pro...
    Ross K. Shepherd, Theo H. E. Meuwissen, John A. Wo...
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    BMCBI
    2008
    174views more  BMCBI 2008»
    Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset
    13 years 8 months ago
    Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset
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    Background: Inferring gene regulatory networks from data requires the development of algorithms devoted to structure extraction. When only static data are available, gene interact...
    Cédric Auliac, Vincent Frouin, Xavier Gidro...
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    BMCBI
    2007
    121views more  BMCBI 2007»
    A constrained polynomial regression procedure for estimating the local False Discovery Rate
    13 years 8 months ago
    A constrained polynomial regression procedure for estimating the local False Discovery Rate
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    Background: In the context of genomic association studies, for which a large number of statistical tests are performed simultaneously, the local False Discovery Rate (lFDR), which...
    Cyril Dalmasso, Avner Bar-Hen, Philippe Broët
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    BMCBI
    2008
    95views more  BMCBI 2008»
    Unsupervised reduction of random noise in complex data by a row-specific, sorted principal component-guided method
    13 years 8 months ago
    Unsupervised reduction of random noise in complex data by a row-specific, sorted principal component-guided method
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    Background: Large biological data sets, such as expression profiles, benefit from reduction of random noise. Principal component (PC) analysis has been used for this purpose, but ...
    Joseph W. Foley, Fumiaki Katagiri
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    BMCBI
    2008
    146views more  BMCBI 2008»
    Rank-based edge reconstruction for scale-free genetic regulatory networks
    13 years 8 months ago
    Rank-based edge reconstruction for scale-free genetic regulatory networks
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    Background: The reconstruction of genetic regulatory networks from microarray gene expression data has been a challenging task in bioinformatics. Various approaches to this proble...
    Guanrao Chen, Peter Larsen, Eyad Almasri, Yang Dai
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