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    BMCBI
    2008
    186views more  BMCBI 2008»
    Variable selection for large p small n regression models with incomplete data: Mapping QTL with epistases
    13 years 7 months ago
    Variable selection for large p small n regression models with incomplete data: Mapping QTL with epistases
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    Background: Identifying quantitative trait loci (QTL) for both additive and epistatic effects raises the statistical issue of selecting variables from a large number of candidates...
    Min Zhang, Dabao Zhang, Martin T. Wells
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    BMCBI
    2006
    153views more  BMCBI 2006»
    Discovery of time-delayed gene regulatory networks based on temporal gene expression profiling
    13 years 7 months ago
    Discovery of time-delayed gene regulatory networks based on temporal gene expression profiling
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    Background: It is one of the ultimate goals for modern biological research to fully elucidate the intricate interplays and the regulations of the molecular determinants that prope...
    Xia Li, Shaoqi Rao, Wei Jiang, Chuanxing Li, Yun X...
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    BMCBI
    2006
    150views more  BMCBI 2006»
    Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains
    13 years 7 months ago
    Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains
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    Background: The subcellular location of a protein is closely related to its function. It would be worthwhile to develop a method to predict the subcellular location for a given pr...
    Alla Bulashevska, Roland Eils
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    CSDA
    2006
    169views more  CSDA 2006»
    Generalized structured additive regression based on Bayesian P-splines
    13 years 7 months ago
    Generalized structured additive regression based on Bayesian P-splines
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    Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Ba...
    Andreas Brezger, Stefan Lang
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    BMCBI
    2007
    217views more  BMCBI 2007»
    On consensus biomarker selection
    13 years 7 months ago
    On consensus biomarker selection
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    Background: Recent development of mass spectrometry technology enabled the analysis of complex peptide mixtures. A lot of effort is currently devoted to the identification of biom...
    Janusz Dutkowski, Anna Gambin
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