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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]
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]
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]