David Causeur

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Feature Selection

Structural Model

Top Venues

J. Comput. Graph. Stat.

Publications

Florian Hébert, David Causeur, Mathieu Emily
Adaptive Handling of Dependence in High-Dimensional Regression Modeling. J. Comput. Graph. Stat. 32 (1) (2023)
Florian Hébert, David Causeur, Mathieu Emily
An adaptive decorrelation procedure for signal detection. Comput. Stat. Data Anal. 153 (2021)
Roman Hornung, David Causeur, Christoph Bernau, Anne-Laure Boulesteix
Improving cross-study prediction through addon batch effect adjustment or addon normalization. Bioinform. 33 (3) (2017)
Roman Hornung, Anne-Laure Boulesteix, David Causeur
Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment. BMC Bioinform. 17 (2016)
Émeline Perthame, Chloé Friguet, David Causeur
Stability of feature selection in classification issues for high-dimensional correlated data. Stat. Comput. 26 (4) (2016)
Brigitte Gelein, David Haziza, David Causeur
Preserving relationships between variables with MIVQUE based imputation for missing survey data. J. Multivar. Anal. 131 (2014)
Chloé Friguet, David Causeur
Estimation of the proportion of true null hypotheses in high-dimensional data under dependence. Comput. Stat. Data Anal. 55 (9) (2011)
Yuna Blum, Guillaume Le Mignon, Sandrine Lagarrigue, David Causeur
A factor model to analyze heterogeneity in gene expression. BMC Bioinform. 11 (2010)