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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 7

Zeitschriftenartikel

Guillemot, Vincent; Bender, Andreas und Boulesteix, Anne-Laure (2013): Iterative reconstruction of high-dimensional Gaussian Graphical Models based on a new method to estimate partial correlations under constraints.
In: PLOS ONE 8(4), e60536 [PDF, 968kB]

Guillemot, Vincent; Bender, A. und Boulesteix, Anne-Laure (2013): Iterative Reconstruction of High-Dimensional Gaussian Graphical Models Based on a New Method to Estimate Partial Correlations under Constraints.
In: PLOS ONE 8(4), e60536 [PDF, 963kB]

Boulesteix, Anne-Laure; Guillemot, Vincent und Sauerbrei, W. (2011): Use of pretransformation to cope with extreme values in important candidate features. In: Biometrical Journal, Bd. 53, Nr. 4: S. 673-688

Jelizarow, Monika; Guillemot, Vincent; Tenenhaus, A.; Strimmer, K. und Boulesteix, Anne-Laure (2010): Over-optimism in bioinformatics: an illustration. In: Bioinformatics, Bd. 26, Nr. 16: S. 1990-1998

Paper

Guillemot, Vincent; Bender, Andreas und Boulesteix, Anne-Laure (Dezember 2012): iPACOSE: an iterative algorithm for the estimation of gene regulation networks. Department of Statistics: Technical Reports, Nr. 133 [PDF, 423kB]

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur und Boulesteix, Anne-Laure (2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. Department of Statistics: Technical Reports, Nr. 107 [PDF, 483kB]

Konferenzbeitrag

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur und Boulesteix, Anne-Laure (August 2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. 58th World Statistics Congress of the International Statistical Institute (ISI), Dublin, 21st to the 26th August. [PDF, 483kB]

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